{"meta":{"query_hash":"1b85bb78ef72","filters":{"venue":"International Journal of the Commons"},"cohort_total":60,"direct_labels_cover":0,"predictions_cover":60,"exported":60,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/1b85bb78ef72","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+the+Commons"},"results":[{"id":"W1494652481","doi":"10.18352/ijc.133","title":"Community-based enterprises: The significance of partnerships and institutional linkages","year":2009,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Variety (cybernetics); Entrepreneurship; Business; Public relations; Institution; Poverty; Diversity (politics); Commons; Marketing; Economic growth; Political science; Economics; Finance","score_opus":0.05161817552629055,"score_gpt":0.2707095369591797,"score_spread":0.21909136143288915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1494652481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8243539,0.0029320584,0.011007411,0.008252418,0.000073730145,0.000146619,0.000074294956,0.00004432891,0.1531153],"genre_scores_gemma":[0.9978922,0.00032538825,0.0005646382,0.00006116518,0.000008214696,0.000019276107,0.0000072498583,0.0000037143673,0.0011181864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99299765,0.004257265,0.00016540877,0.00052335946,0.00083856785,0.001217715],"domain_scores_gemma":[0.97726667,0.012519603,0.0036913021,0.0013256423,0.001292936,0.0039038372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056585185,0.00017218333,0.0002503266,0.002435721,0.0056944373,0.007988233,0.00090538355,0.0011063446,0.006076955],"category_scores_gemma":[0.01826539,0.0002516835,0.00016908976,0.0029703535,0.011857667,0.007968468,0.011038966,0.0011452008,0.00027389498],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014949699,0.00024682336,0.15561968,0.00031000804,0.00007533975,0.0021628381,0.12028025,0.0014744091,0.00067472993,0.5684276,0.0030769678,0.14750181],"study_design_scores_gemma":[0.00006552258,0.00028606207,0.11947611,0.000683636,0.00006172877,0.0025326964,0.3765288,0.0037386268,0.0006446416,0.36270788,0.13318087,0.000093496645],"about_ca_topic_score_codex":0.0038260953,"about_ca_topic_score_gemma":0.0069890837,"teacher_disagreement_score":0.007988233,"about_ca_system_score_codex":0.002584191,"about_ca_system_score_gemma":0.0040415386,"threshold_uncertainty_score":0.029925466},"labels":[],"label_agreement":null},{"id":"W1578221581","doi":"10.18352/ijc.768","title":"Addressing conflict through collective action in natural resource management","year":2017,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Hydropower, Displacement, Environmental Impact","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Collective action; Natural resource management; Natural resource; Livelihood; Competition (biology); Context (archaeology); Conflict resolution; Resource (disambiguation); Resource management (computing); Environmental resource management; Economics; Business; Political science; Sociology; Ecology; Politics; Social science","score_opus":0.1123308610004547,"score_gpt":0.4897629069435379,"score_spread":0.3774320459430832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1578221581","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19269603,0.04294604,0.11016702,0.1554505,0.0022360953,0.00069842994,0.000069770635,0.00012064933,0.49561548],"genre_scores_gemma":[0.97180355,0.008407991,0.010491379,0.0030985642,0.00036863922,0.00032040087,0.000020252912,0.000014864322,0.005474358],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9920564,0.005752381,0.00018542961,0.00052198156,0.00057679875,0.00090701826],"domain_scores_gemma":[0.99303126,0.0043965043,0.0010304645,0.00035290248,0.00035729248,0.0008316078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009949839,0.0005855539,0.00055601704,0.001693588,0.0058486136,0.00713837,0.0018495243,0.00323927,0.004350876],"category_scores_gemma":[0.0071726297,0.00023435157,0.0005760056,0.0013473084,0.02767711,0.0055353064,0.011421644,0.0024181458,0.00025670597],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037566737,0.00022557887,0.007498977,0.0014593618,0.00015154113,0.00054115755,0.047762662,0.0056049163,0.0011263445,0.787723,0.0057363203,0.14213258],"study_design_scores_gemma":[0.000031033924,0.00015420646,0.0071939565,0.001571133,0.000050527906,0.00016231378,0.043914862,0.002488417,0.00044933616,0.7941974,0.14974117,0.00004571586],"about_ca_topic_score_codex":0.0028298171,"about_ca_topic_score_gemma":0.0057232496,"teacher_disagreement_score":0.009949839,"about_ca_system_score_codex":0.003959732,"about_ca_system_score_gemma":0.008707983,"threshold_uncertainty_score":0.05262035},"labels":[],"label_agreement":null},{"id":"W1952933116","doi":"10.18352/ijc.318","title":"Levels, scales, linkages, and other 'multiples' affecting natural resources","year":2012,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Multiple; Framing (construction); Computer science; Econometrics; Environmental resource management; Economics; Geography; Mathematics","score_opus":0.023344985629697116,"score_gpt":0.24136882524488137,"score_spread":0.21802383961518426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1952933116","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19747442,0.01572414,0.24152079,0.06791186,0.0013246997,0.00037239652,0.00057156343,0.00039624586,0.47470376],"genre_scores_gemma":[0.9596421,0.0029616402,0.030458339,0.0017611682,0.00026508444,0.00015887745,0.000056716854,0.00006502526,0.004631084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98774266,0.006166912,0.00063996826,0.0014586122,0.0030136053,0.0009782008],"domain_scores_gemma":[0.98009914,0.012724646,0.002688726,0.0019819124,0.0017529341,0.00075262843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008397331,0.0007643094,0.0008778487,0.0030635973,0.004628804,0.011603185,0.0015377312,0.0023529003,0.005644782],"category_scores_gemma":[0.016209751,0.00083816703,0.00083923753,0.0037234663,0.04229325,0.015362065,0.007999168,0.0041157263,0.00034193794],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020573334,0.000019134259,0.0074431635,0.00028635917,0.00007537379,0.00030629296,0.014061797,0.0010053588,0.0008441798,0.9467256,0.002190511,0.027021497],"study_design_scores_gemma":[0.000008344132,0.000030988613,0.015700966,0.00054097443,0.00010249075,0.00034084864,0.020699127,0.0011198102,0.00060671754,0.9011622,0.05961005,0.0000775083],"about_ca_topic_score_codex":0.0064791283,"about_ca_topic_score_gemma":0.0090389,"teacher_disagreement_score":0.011603185,"about_ca_system_score_codex":0.0062471624,"about_ca_system_score_gemma":0.003051909,"threshold_uncertainty_score":0.04532653},"labels":[],"label_agreement":null},{"id":"W2098208104","doi":"10.18352/ijc.500","title":"Drama of the commons in small-scale shrimp aquaculture in northwestern, Sri Lanka","year":2015,"lang":"pl","type":"article","venue":"International Journal of the Commons","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Canada Research Chairs","keywords":"Aquaculture; Commons; Common-pool resource; Shrimp farming; Collective action; Shrimp; Fishery; Corporate governance; Government (linguistics); Business; Tragedy of the commons; Environmental planning; Environmental resource management; Resource (disambiguation); Natural resource economics; Geography; Ecology; Economics; Political science; Biology; Fish <Actinopterygii>","score_opus":0.043352695120266835,"score_gpt":0.25266408333096957,"score_spread":0.20931138821070272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098208104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950411,0.000038951126,0.0000892707,0.00029395364,0.0000010098981,0.000004000984,0.0000066628368,0.0000017519609,0.0045232605],"genre_scores_gemma":[0.9996884,0.000023386447,0.000029496807,0.000013264718,6.028905e-7,0.000002356995,0.0000028290926,5.3334446e-7,0.00023913103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934393,0.00033818808,0.000016639377,0.000049681024,0.000054520337,0.00019698043],"domain_scores_gemma":[0.99904186,0.00042806362,0.00026803673,0.00004983296,0.00005801485,0.00015413428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007380265,0.00010068125,0.00012499784,0.0005382118,0.004264266,0.0022144355,0.00044241222,0.00052225246,0.0017744403],"category_scores_gemma":[0.0011525913,0.00014332928,0.00014785482,0.0006336712,0.00961955,0.0012185798,0.0034370325,0.0005037575,0.000059709215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045407418,0.00028832763,0.5333989,0.00020711616,0.00007529751,0.016160391,0.31979194,0.0073086657,0.007387614,0.08040141,0.0030963987,0.031429816],"study_design_scores_gemma":[0.000018704195,0.00017236249,0.40414876,0.00011050152,0.000038731905,0.0013010275,0.56804556,0.0021774524,0.0007631213,0.010476468,0.012687657,0.000059653008],"about_ca_topic_score_codex":0.05710774,"about_ca_topic_score_gemma":0.16393352,"teacher_disagreement_score":0.05710774,"about_ca_system_score_codex":0.004527153,"about_ca_system_score_gemma":0.0014448604,"threshold_uncertainty_score":0.11355066},"labels":[],"label_agreement":null},{"id":"W2099355826","doi":"10.18352/ijc.564","title":"Evaluating local rules and practices for avoiding tragedies in small-scale fisheries of oxbow lakes, Southern Bangladesh","year":2015,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Wilfrid Laurier University","funders":"","keywords":"Business; Fisheries management; Negotiation; Corporate governance; Local community; Fisheries law; Resource (disambiguation); Environmental resource management; Common-pool resource; Local government; Fishery; Scale (ratio); Resource management (computing); Environmental planning; Geography; Economics; Ecology; Fishing; Political science; Finance","score_opus":0.1031756742055525,"score_gpt":0.3128644419756543,"score_spread":0.20968876777010176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099355826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962825,0.000051786756,0.00023164213,0.00010890114,0.0000023689236,0.00018875075,0.000056794936,0.0000033210233,0.0030739163],"genre_scores_gemma":[0.99821556,0.00013443362,0.00080297526,0.000027983455,0.0000016033656,0.00013368034,0.00006562145,0.0000019865042,0.00061625784],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99589694,0.0019462847,0.0005461831,0.00034288893,0.000811805,0.0004558778],"domain_scores_gemma":[0.9840056,0.0060325223,0.0041236784,0.0008646667,0.0031801958,0.0017933508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007710784,0.00031268498,0.0003886375,0.001136734,0.0025221487,0.0028381743,0.00089466467,0.00062625745,0.0025283692],"category_scores_gemma":[0.02296086,0.000207805,0.00025475663,0.0015250636,0.002445944,0.0018195586,0.0016271964,0.00046839617,0.00024309027],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006618968,0.0009907264,0.8196577,0.0007960448,0.0001613442,0.0010865157,0.0533858,0.004867756,0.003729998,0.0020945873,0.0008353755,0.11173237],"study_design_scores_gemma":[0.00006794241,0.0025694256,0.84199244,0.00038878043,0.00009478716,0.000095628304,0.14478509,0.0022419181,0.0011418124,0.0013132376,0.0052180546,0.000090945534],"about_ca_topic_score_codex":0.051585115,"about_ca_topic_score_gemma":0.15775846,"teacher_disagreement_score":0.051585115,"about_ca_system_score_codex":0.0064152023,"about_ca_system_score_gemma":0.005148115,"threshold_uncertainty_score":0.1025697},"labels":[],"label_agreement":null},{"id":"W2100747698","doi":"10.18352/ijc.195","title":"Sodhi, N.S., G. Acciaioli, M. Erb and A. Khee-Jin Tan (eds.) 2008. Biodiversity and Human Livelihoods in Protected Areas: Case studies from the Malay Archipelago. Cambridge: Cambridge University Press.","year":2009,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mara Renewables (Canada); University of Alberta","funders":"","keywords":"Malay; Livelihood; Archipelago; Biodiversity; Geography; Archaeology; Ecology; Biology; Philosophy; Agriculture","score_opus":0.01894918292549253,"score_gpt":0.23511506625480588,"score_spread":0.21616588332931336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100747698","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029412165,0.87766296,0.0025381523,0.018920328,0.0011394226,0.00008590406,0.001127181,0.00012086269,0.06899298],"genre_scores_gemma":[0.06779092,0.8810385,0.0053371214,0.0007529042,0.00028850278,0.00007591744,0.00087657926,0.00003387098,0.04380569],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.999691,0.00004923098,0.000030654566,0.00003795607,0.0001429284,0.000048345348],"domain_scores_gemma":[0.99950635,0.00018518466,0.00012327044,0.000023766994,0.000054894284,0.0001064052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005834295,0.0009039682,0.00058693567,0.0016857979,0.00092063204,0.0020013638,0.0009846945,0.0015305533,0.01803372],"category_scores_gemma":[0.0008132286,0.0007408875,0.0003368924,0.0037330287,0.0011435045,0.0034080062,0.0014361091,0.0010817483,0.004494945],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012158938,0.00009004735,0.009295424,0.005077635,0.000053729444,0.0015066711,0.006417844,0.0005534432,0.0026091374,0.006422231,0.25060394,0.7172482],"study_design_scores_gemma":[0.00001955846,0.00011351378,0.05763547,0.0027892464,0.00013972358,0.007326021,0.008823761,0.00046497612,0.0021728834,0.004001936,0.916425,0.000087917986],"about_ca_topic_score_codex":0.034455396,"about_ca_topic_score_gemma":0.09610246,"teacher_disagreement_score":0.034455396,"about_ca_system_score_codex":0.002459503,"about_ca_system_score_gemma":0.0029508194,"threshold_uncertainty_score":0.0685097},"labels":[],"label_agreement":null},{"id":"W2101779926","doi":"10.18352/ijc.584","title":"Bridging knowledge systems to enhance governance of environmental commons: A typology of settings","year":2015,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":139,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Waterloo; Environment and Climate Change Canada","funders":"University of Waterloo; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs; ArcticNet","keywords":"Typology; Knowledge management; Corporate governance; Function (biology); Sociology of scientific knowledge; Traditional knowledge; Bridge (graph theory); Commons; Sociology; Indigenous; Management science; Political science; Business; Engineering; Computer science; Social science; Ecology","score_opus":0.01746574346060445,"score_gpt":0.2835856284908741,"score_spread":0.2661198850302696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101779926","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3321875,0.0056862473,0.1714627,0.02421394,0.00035571103,0.0012968308,0.00033489164,0.00020966577,0.46425253],"genre_scores_gemma":[0.96030873,0.00083787757,0.034257486,0.00045512497,0.000022437762,0.00049694284,0.000063131556,0.000040420993,0.0035177348],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9844737,0.010947742,0.00075989886,0.001050138,0.0014347405,0.0013337957],"domain_scores_gemma":[0.99222565,0.0036396715,0.00083316286,0.0016251266,0.00074453466,0.00093180337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008393075,0.00059295236,0.00061999966,0.005291238,0.009530867,0.013261833,0.0020521805,0.0026741556,0.0044540195],"category_scores_gemma":[0.009789883,0.00046325754,0.00081468956,0.004937587,0.045109563,0.01685169,0.014098527,0.0025813119,0.0003075008],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001861277,0.000038787053,0.0058727004,0.0001646347,0.000014826591,0.0006488895,0.08532787,0.0007993433,0.00039956227,0.892216,0.0011444959,0.013354157],"study_design_scores_gemma":[0.00003286443,0.00006737732,0.0045347814,0.00090310164,0.000032125976,0.0011595282,0.2038134,0.001824112,0.0005754682,0.67133987,0.115640044,0.0000773033],"about_ca_topic_score_codex":0.004932391,"about_ca_topic_score_gemma":0.0074112983,"teacher_disagreement_score":0.013261833,"about_ca_system_score_codex":0.008064352,"about_ca_system_score_gemma":0.0053537707,"threshold_uncertainty_score":0.058511198},"labels":[],"label_agreement":null},{"id":"W2114173553","doi":"10.18352/ijc.62","title":"Developing Multi-Level Institutions from Top-Down Ancestors","year":2007,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Corporate governance; Top-down and bottom-up design; Matching (statistics); Resource (disambiguation); Resource management (computing); Scale (ratio); Business; Common-pool resource; Environmental resource management; Computer science; Ecology; Economics; Geography; Biology","score_opus":0.09755460247446718,"score_gpt":0.32519883785438364,"score_spread":0.22764423537991646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114173553","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16736683,0.0006274371,0.69802856,0.0066941367,0.00014520992,0.00068966753,0.00008393789,0.0009908096,0.12537333],"genre_scores_gemma":[0.72488964,0.0004385218,0.26131588,0.0004962653,0.00005054578,0.00034096398,0.00010747925,0.000144641,0.012216015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9940069,0.0027766526,0.00037172038,0.0010096874,0.00093340443,0.000901693],"domain_scores_gemma":[0.9870683,0.0031290632,0.0015770987,0.004281795,0.002017235,0.001926514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012184579,0.00046218067,0.00036330093,0.0015362501,0.002562472,0.007691137,0.0017522909,0.0014560971,0.004596738],"category_scores_gemma":[0.013868383,0.0006095849,0.0006615064,0.001167494,0.0070404755,0.00835532,0.012522989,0.002848518,0.0013978753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003598643,0.0002838865,0.009935235,0.0002102633,0.00005893486,0.00031709505,0.01007445,0.015539091,0.0027136188,0.8477376,0.0022046643,0.11088913],"study_design_scores_gemma":[0.00010226078,0.00041998114,0.007641859,0.00069167017,0.00010630185,0.00027623528,0.008461272,0.07864453,0.007981787,0.7366258,0.1589375,0.00011080821],"about_ca_topic_score_codex":0.0026221094,"about_ca_topic_score_gemma":0.0034144367,"teacher_disagreement_score":0.012184579,"about_ca_system_score_codex":0.005672218,"about_ca_system_score_gemma":0.009069777,"threshold_uncertainty_score":0.06443894},"labels":[],"label_agreement":null},{"id":"W2123364874","doi":"10.18352/ijc.80","title":"Commons in a Multi-level World","year":2007,"lang":"pl","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Commons; Global commons; Political science; Natural resource; The Internet; Business; Public relations; Computer science; World Wide Web; Law","score_opus":0.07221405934619016,"score_gpt":0.28908409712591987,"score_spread":0.2168700377797297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123364874","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06343434,0.007814786,0.025269756,0.025945932,0.0014861147,0.00013882403,0.00029520396,0.0002747867,0.87534034],"genre_scores_gemma":[0.9302808,0.0024028684,0.0052893795,0.0020119115,0.0006103109,0.00012400151,0.0001344429,0.00008239582,0.05906401],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975274,0.0008597652,0.00012371525,0.00032946776,0.00064564106,0.0005141188],"domain_scores_gemma":[0.99615735,0.0011130278,0.00036708434,0.00079821004,0.00046202977,0.0011022958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023574627,0.00017535605,0.00036736956,0.0019954294,0.0062742624,0.014842201,0.00083289214,0.0017609802,0.018599872],"category_scores_gemma":[0.0045910254,0.00018861913,0.00040786908,0.0032282271,0.015531109,0.011071904,0.011832853,0.0018988649,0.0017625139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051198763,0.000006960979,0.00035837266,0.00003199935,0.0000052008995,0.00012118839,0.0030118518,0.00029402462,0.000114769944,0.9829133,0.006598199,0.0065391203],"study_design_scores_gemma":[0.0000053205667,0.000012838748,0.0013246736,0.00013335075,0.0000072108464,0.00021739381,0.004244344,0.00051256525,0.00008634695,0.5498549,0.44358554,0.000015483134],"about_ca_topic_score_codex":0.0030716092,"about_ca_topic_score_gemma":0.0046735704,"teacher_disagreement_score":0.018599872,"about_ca_system_score_codex":0.0042510857,"about_ca_system_score_gemma":0.004061817,"threshold_uncertainty_score":0.06222278},"labels":[],"label_agreement":null},{"id":"W2124590454","doi":"10.18352/ijc.236","title":"Diversity of resource use and property rights in Tam Giang Lagoon, Vietnam","year":2011,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Land Rights and Reforms","field":"Agricultural and Biological Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs; International Development Research Centre","keywords":"Property rights; Commons; Livelihood; Resource (disambiguation); Common-pool resource; Diversity (politics); Bundle of rights; Business; Boom; Natural resource economics; Environmental resource management; Geography; Political science; Ecology; Economics; Human rights; Fundamental rights; Right to property; Law; Environmental science","score_opus":0.04470142925554428,"score_gpt":0.20768825438412594,"score_spread":0.16298682512858165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124590454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99812835,0.00006043743,0.00004264382,0.000084245505,7.361426e-7,0.000004183231,0.000027221546,2.877618e-7,0.0016519296],"genre_scores_gemma":[0.9997514,0.000036359634,0.000023515739,0.0000043860955,4.0880695e-7,0.0000018674995,0.000011044933,2.3253034e-7,0.00017082282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995796,0.00017138544,0.00001816956,0.000047359477,0.000056315264,0.00012711615],"domain_scores_gemma":[0.99880016,0.00038974552,0.00034840472,0.00004013582,0.00012948997,0.00029202172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000578111,0.00007082017,0.000121294936,0.00064781395,0.0011346148,0.0013383942,0.00018732743,0.00009361583,0.0010743098],"category_scores_gemma":[0.0012446779,0.000094157025,0.000046249093,0.0012331248,0.0022455074,0.00078404107,0.0009052128,0.00022850581,0.000027387883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013209305,0.000120329336,0.85276914,0.000098295204,0.000050107516,0.0017352684,0.08581682,0.0014334703,0.0016074036,0.024459518,0.000637034,0.031140562],"study_design_scores_gemma":[0.000011742176,0.00009139572,0.8740009,0.00006901214,0.000008350617,0.0003300826,0.11452971,0.0014343805,0.0002542031,0.0034895623,0.0057605053,0.00002018693],"about_ca_topic_score_codex":0.08685855,"about_ca_topic_score_gemma":0.14988571,"teacher_disagreement_score":0.08685855,"about_ca_system_score_codex":0.0029145954,"about_ca_system_score_gemma":0.0016334848,"threshold_uncertainty_score":0.17270595},"labels":[],"label_agreement":null},{"id":"W2126807659","doi":"10.18352/ijc.151","title":"A common claim: Community land ownership in the Outer Hebrides, Scotland","year":2010,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Subjectivity; Politics; Common ownership; Sociology; Land tenure; Norm (philosophy); Ethnography; Futures contract; Narrative; Political economy; Law and economics; Law; Political science; Economics; Geography; Anthropology; Epistemology; Agriculture; Archaeology","score_opus":0.047700099707869315,"score_gpt":0.35988884066344934,"score_spread":0.31218874095558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126807659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95223224,0.0009106487,0.0003409531,0.009955462,0.00009609992,0.000021139864,0.000050524744,0.000008745813,0.03638415],"genre_scores_gemma":[0.99133825,0.00020284913,0.000061923216,0.0004075519,0.000023864488,0.000009444301,0.000012942507,0.0000059972467,0.0079370495],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976534,0.00061696104,0.000051639534,0.00026673285,0.0004324319,0.0009788641],"domain_scores_gemma":[0.9970048,0.0011779024,0.00046079134,0.0002161237,0.00036650442,0.0007738861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017887156,0.00023038895,0.0004119017,0.001527197,0.014840116,0.0071514067,0.0014994364,0.0020802757,0.008113496],"category_scores_gemma":[0.0053970776,0.00032701797,0.0001680535,0.0017485507,0.023315612,0.005098667,0.009480173,0.00225819,0.00025716797],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008617852,0.00003537488,0.009691133,0.00009357856,0.000013511285,0.0041076695,0.87868875,0.00006408765,0.00060766534,0.08810394,0.0053945654,0.013113496],"study_design_scores_gemma":[0.0000123167965,0.00005993258,0.02751223,0.00013358498,0.0000102423,0.0005689559,0.85260063,0.000103622675,0.00023076878,0.007630565,0.11110005,0.000037200567],"about_ca_topic_score_codex":0.39421588,"about_ca_topic_score_gemma":0.58393997,"teacher_disagreement_score":0.39421588,"about_ca_system_score_codex":0.011115297,"about_ca_system_score_gemma":0.005847928,"threshold_uncertainty_score":0.78384256},"labels":[],"label_agreement":null},{"id":"W2128178866","doi":"10.18352/ijc.405","title":"Keeping the ‘Great’ in the Great Barrier Reef: large-scale governance of the Great Barrier Reef Marine Park","year":2014,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Australian Research Council; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Ecological systems theory; Corporate governance; Zoning; Commons; Marine spatial planning; Environmental resource management; Great barrier reef; Coral reef; Geography; Marine protected area; Scale (ratio); Ecology; Fishery; Environmental planning; Business; Environmental science; Political science; Biology","score_opus":0.009802920596948431,"score_gpt":0.2257856047397042,"score_spread":0.21598268414275576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128178866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96420914,0.017390398,0.008776159,0.0017359088,0.000052190273,0.00016124564,0.005272949,0.00008978472,0.00231221],"genre_scores_gemma":[0.99157083,0.0012281734,0.0056086206,0.00012260294,0.000008612898,0.00006817338,0.0012812323,0.000021773525,0.00008995625],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9972024,0.0016887554,0.0002287956,0.00050015247,0.00023719027,0.00014268822],"domain_scores_gemma":[0.98769754,0.0072178766,0.0021296768,0.0017398881,0.000698415,0.0005165682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006277346,0.00028323263,0.0005935562,0.0052990746,0.0006539174,0.0020387326,0.0008269784,0.00038781483,0.00084195053],"category_scores_gemma":[0.017801438,0.0002513382,0.0011232547,0.006397383,0.0013492942,0.0013609579,0.0033388631,0.00067990314,0.00004361883],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016567406,0.0000852721,0.8550763,0.007279957,0.017866159,0.0006492727,0.009085639,0.012787096,0.0018149023,0.0113512995,0.0044907355,0.079347655],"study_design_scores_gemma":[0.000044266017,0.00013391934,0.94464,0.0019072198,0.0055456115,0.00026172292,0.007311601,0.009020627,0.00058806955,0.009328432,0.021121264,0.00009726332],"about_ca_topic_score_codex":0.07144616,"about_ca_topic_score_gemma":0.10867201,"teacher_disagreement_score":0.07144616,"about_ca_system_score_codex":0.0017193232,"about_ca_system_score_gemma":0.002030219,"threshold_uncertainty_score":0.14206058},"labels":[],"label_agreement":null},{"id":"W2129361808","doi":"10.18352/ijc.79","title":"Path dependency and collective action in common pool governance","year":2009,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Water resources management and optimization","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University","funders":"","keywords":"Collective action; Common-pool resource; Context (archaeology); Corporate governance; Social capital; Dependency (UML); Action (physics); Resource (disambiguation); Business; Political science; Environmental resource management; Economics; Geography; Microeconomics; Politics; Computer science","score_opus":0.009668276598478059,"score_gpt":0.22692930418851093,"score_spread":0.21726102759003288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129361808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72846574,0.0012957238,0.14237547,0.005623244,0.000049348957,0.00015674229,0.000090996306,0.000049792678,0.121892996],"genre_scores_gemma":[0.99490285,0.00020597351,0.0035018856,0.000047463673,0.0000060567913,0.000039979437,0.000012018529,0.0000045250154,0.0012792303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99695206,0.0018608815,0.000091885035,0.00040384542,0.00033069102,0.0003606178],"domain_scores_gemma":[0.9931907,0.003969526,0.0013815311,0.0005252585,0.00047342404,0.0004594847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004618203,0.00022910158,0.00030400924,0.0011990588,0.002412764,0.0023464821,0.00057065906,0.0010128669,0.0041382695],"category_scores_gemma":[0.0102288,0.00028540826,0.00044147446,0.001157429,0.01119311,0.0039076935,0.0045614652,0.0009538488,0.00017794507],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008199215,0.000049063703,0.026926696,0.00011369682,0.000065008266,0.00027306017,0.009209114,0.026568422,0.0009275501,0.9066899,0.00065617275,0.028439274],"study_design_scores_gemma":[0.000023791154,0.000083204795,0.030924052,0.00009576193,0.000042206455,0.0001402302,0.00693848,0.017897349,0.0004988995,0.9265877,0.016724735,0.000043588236],"about_ca_topic_score_codex":0.0069160303,"about_ca_topic_score_gemma":0.0073972037,"teacher_disagreement_score":0.0069160303,"about_ca_system_score_codex":0.0039046265,"about_ca_system_score_gemma":0.0027710446,"threshold_uncertainty_score":0.028330147},"labels":[],"label_agreement":null},{"id":"W2146467581","doi":"10.18352/ijc.407","title":"Governing the invisible commons: Ozone regulation and the Montreal Protocol","year":2014,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Commons; Appropriation; Common-pool resource; Scale (ratio); Environmental governance; Resource (disambiguation); Environmental resource management; Consumption (sociology); Corporate governance; Natural resource economics; Economics; Ecology; Ozone layer; Sociology; Ozone; Computer science; Geography; Microeconomics; Biology","score_opus":0.052295780511421315,"score_gpt":0.2686876550124145,"score_spread":0.21639187450099318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146467581","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.109827004,0.0040077567,0.041169506,0.075102694,0.00039307697,0.00043196886,0.00051095634,0.00013347816,0.7684235],"genre_scores_gemma":[0.9454647,0.0015671434,0.0039489274,0.0037764444,0.00015880854,0.0002426627,0.000096527314,0.000027059481,0.044717737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99494404,0.0020570622,0.000118294556,0.00042644262,0.0013549837,0.001099251],"domain_scores_gemma":[0.9942589,0.003205756,0.00055915775,0.0005250717,0.00097347354,0.0004776651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006444068,0.00031207356,0.00023436677,0.0010989037,0.0041797105,0.0055889576,0.0017149949,0.0027793995,0.01013926],"category_scores_gemma":[0.014818326,0.0002044759,0.00041581134,0.0013650852,0.008402145,0.0046580583,0.0035937303,0.0027524515,0.00033400592],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060732664,0.000005826778,0.00028071052,0.000012051715,0.0000029342555,0.000027687409,0.00018935605,0.0007729171,0.000044028508,0.99339855,0.0027342578,0.0025256455],"study_design_scores_gemma":[0.000066625085,0.00005087072,0.004572025,0.00018698674,0.000033410517,0.000034045963,0.001095274,0.0062333825,0.0006406804,0.7971592,0.1898354,0.00009219293],"about_ca_topic_score_codex":0.30902728,"about_ca_topic_score_gemma":0.33509776,"teacher_disagreement_score":0.30902728,"about_ca_system_score_codex":0.015870664,"about_ca_system_score_gemma":0.022882855,"threshold_uncertainty_score":0.61445713},"labels":[],"label_agreement":null},{"id":"W2156162066","doi":"10.18352/ijc.206","title":"Innovating through commons use: community-based enterprises","year":2009,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Commons; Indigenous; Index (typography); Session (web analytics); Class (philosophy); Business; Political science; Sociology; Public relations; Computer science; Law; World Wide Web; Advertising","score_opus":0.04261750388128507,"score_gpt":0.26699225585823133,"score_spread":0.22437475197694626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156162066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61937636,0.004961824,0.010995283,0.03433253,0.00025630783,0.00021432943,0.000052412353,0.00007000837,0.32974097],"genre_scores_gemma":[0.9933744,0.0010817398,0.0012517319,0.00050784415,0.000048243954,0.000047606693,0.000012206849,0.000009232781,0.0036670926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9948754,0.0028402954,0.00013453192,0.0004351659,0.00066864234,0.0010460139],"domain_scores_gemma":[0.9909244,0.00469885,0.0010300784,0.0005995006,0.00036277762,0.0023844214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00626126,0.0002241354,0.0003043149,0.0013483558,0.006718565,0.013396158,0.0014036737,0.0035560606,0.0064033144],"category_scores_gemma":[0.006507974,0.00022768763,0.00038902208,0.0021995583,0.014986911,0.01267234,0.01491156,0.0017528113,0.00034992365],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010385762,0.00046515136,0.029478753,0.0004383487,0.000041411502,0.002566257,0.23267126,0.0007567864,0.0011475091,0.6250531,0.00735353,0.09992399],"study_design_scores_gemma":[0.0000632103,0.00027169226,0.03944188,0.00078865583,0.0000609917,0.0014453927,0.36642575,0.0029586428,0.0015346515,0.28510627,0.301805,0.00009796889],"about_ca_topic_score_codex":0.002715586,"about_ca_topic_score_gemma":0.006099131,"teacher_disagreement_score":0.013396158,"about_ca_system_score_codex":0.0038027742,"about_ca_system_score_gemma":0.0047531426,"threshold_uncertainty_score":0.033113122},"labels":[],"label_agreement":null},{"id":"W2156265590","doi":"10.18352/ijc.548","title":"A study of institutional origins and change in a Canadian urban commons","year":2015,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Mining and Resource Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Grassroots; Commons; Common-pool resource; Corporate governance; Harmony (color); Resource (disambiguation); Public relations; Sociology; Political science; Environmental resource management; Public administration; Business; Law; Ecology; Economics","score_opus":0.05026180898222534,"score_gpt":0.27361324911696155,"score_spread":0.2233514401347362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156265590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798052,0.00018590948,0.00038510043,0.0008574571,0.000013889885,0.00009013285,0.00013186691,0.000010137122,0.018520368],"genre_scores_gemma":[0.99389595,0.0001672236,0.00041340585,0.00010675989,0.0000027669312,0.000026791291,0.000060501854,0.000008982993,0.005317684],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99853146,0.00029584882,0.00002726762,0.00017953057,0.0003593525,0.0006065181],"domain_scores_gemma":[0.99714124,0.0007831888,0.00021504196,0.00014062895,0.0007233168,0.0009965749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015145477,0.00025702824,0.00031371872,0.0022006365,0.023466242,0.0048707095,0.0016201949,0.00069429126,0.0032461889],"category_scores_gemma":[0.0032722496,0.0003179753,0.00020117404,0.003445205,0.013070354,0.0017490865,0.0030551634,0.0013472749,0.00013812535],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010715094,0.00019300748,0.073987365,0.000099567136,0.000014240065,0.0015899384,0.8718151,0.00043330956,0.0018784478,0.020766215,0.0032105225,0.025905231],"study_design_scores_gemma":[0.000010226511,0.000056751975,0.0927064,0.000075055126,0.000010696615,0.00015677496,0.8539941,0.000644626,0.00042987216,0.0009963822,0.050878905,0.000040219118],"about_ca_topic_score_codex":0.98872584,"about_ca_topic_score_gemma":0.9973232,"teacher_disagreement_score":0.09970217,"about_ca_system_score_codex":0.09970217,"about_ca_system_score_gemma":0.08716572,"threshold_uncertainty_score":0.72339326},"labels":[],"label_agreement":null},{"id":"W2156321482","doi":"10.18352/ijc.148","title":"Cumulative effects, creeping enclosure, and the marine commons of New Jersey","year":2010,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Commons; Fishery; Enclosure; Business; Corporatization; Political science; Engineering; Law; Biology","score_opus":0.021630690779560154,"score_gpt":0.33576955859813185,"score_spread":0.3141388678185717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156321482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9606368,0.0013160992,0.0004598461,0.0034543776,0.00003345788,0.000008599179,0.000079477046,0.0000118496655,0.03399944],"genre_scores_gemma":[0.99698526,0.00037122096,0.00017922709,0.00018275995,0.000011329608,0.0000063001357,0.000025790949,0.0000030074373,0.0022352638],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99946374,0.00013387916,0.000023421073,0.00009845333,0.00013558305,0.00014491522],"domain_scores_gemma":[0.9977926,0.00094975816,0.0005951191,0.0001328034,0.00016391696,0.00036587453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008646688,0.000061659535,0.00010794782,0.0005976887,0.0034074977,0.0034023798,0.0007495714,0.00041730265,0.0029364396],"category_scores_gemma":[0.0020938753,0.00012202452,0.00011712153,0.0008101275,0.0076392773,0.0028318458,0.0045348504,0.0010000622,0.000057379497],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028057647,0.00021431249,0.27954257,0.0003159384,0.00009067607,0.0030120888,0.22462855,0.0016047615,0.0056407796,0.3299717,0.013050925,0.1416472],"study_design_scores_gemma":[0.000007864435,0.00013233966,0.7220039,0.00022237202,0.000051228886,0.00063197647,0.1210606,0.00062360003,0.0008300152,0.022133036,0.13218854,0.00011449951],"about_ca_topic_score_codex":0.2011031,"about_ca_topic_score_gemma":0.55448,"teacher_disagreement_score":0.2011031,"about_ca_system_score_codex":0.0069825863,"about_ca_system_score_gemma":0.0025037287,"threshold_uncertainty_score":0.3998651},"labels":[],"label_agreement":null},{"id":"W2156457189","doi":"10.18352/ijc.334","title":"Do collective property rights make sense? Insights from central Vietnam","year":2012,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Ottawa","funders":"","keywords":"Property rights; Legitimacy; Bundle of rights; Law and economics; Common ownership; Property (philosophy); Common-pool resource; Public property; Land law; Business; Economic system; Right to property; Economics; Human rights; Political science; Fundamental rights; Microeconomics; Land tenure; Law; Market economy; Politics; Ecology","score_opus":0.016082608394183427,"score_gpt":0.21311392202207083,"score_spread":0.1970313136278874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156457189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93896604,0.00072705786,0.0006435432,0.0032198417,0.000010921063,0.000045483175,0.0000574926,0.000003331203,0.056326285],"genre_scores_gemma":[0.99875474,0.00021348377,0.00012431965,0.00006924573,0.0000025158877,0.00001339727,0.0000141729715,0.0000021756339,0.0008060852],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9968424,0.0017370164,0.00011007426,0.00026675046,0.00033693353,0.00070695835],"domain_scores_gemma":[0.9918034,0.005621306,0.0011901644,0.0004578976,0.000544081,0.00038315702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005501585,0.00027194346,0.00044069593,0.0015064405,0.0061964127,0.005447559,0.0011598361,0.0012306994,0.0037399887],"category_scores_gemma":[0.00784038,0.00032386137,0.00018952883,0.0032779332,0.012030253,0.006110988,0.0032039192,0.0014485153,0.00012366739],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007776003,0.0001279181,0.06200168,0.00038217055,0.000030958043,0.010193221,0.6949895,0.0012522324,0.00072068186,0.20363554,0.0014532342,0.025135173],"study_design_scores_gemma":[0.00002797356,0.000051608953,0.031993493,0.00049504923,0.00001760084,0.000871211,0.9026474,0.0014096629,0.00040105355,0.028797107,0.033265833,0.000021975951],"about_ca_topic_score_codex":0.10925338,"about_ca_topic_score_gemma":0.12146316,"teacher_disagreement_score":0.10925338,"about_ca_system_score_codex":0.01024426,"about_ca_system_score_gemma":0.0036653224,"threshold_uncertainty_score":0.21723491},"labels":[],"label_agreement":null},{"id":"W2157177361","doi":"10.18352/ijc.345","title":"Hudson M., 2011. Fire Management in the American West: Forest Politics and the Rise of Megafires. Boulder: University Press of Colorado.","year":2012,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"American west; Politics; Geography; Archaeology; Political science; Economic history; Forestry; History; Ethnology; Law","score_opus":0.007604924186405798,"score_gpt":0.2283657053136396,"score_spread":0.2207607811272338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157177361","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013926245,0.6485673,0.0021676123,0.18236251,0.0066547687,0.00003593837,0.0050025564,0.00014660372,0.14113641],"genre_scores_gemma":[0.28542832,0.4744185,0.0040011425,0.016287055,0.004967388,0.00008648874,0.002279219,0.00021897536,0.21231294],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971205,0.0000641997,0.000019967158,0.00003566004,0.00012159862,0.00004648192],"domain_scores_gemma":[0.9978224,0.00066056516,0.00026457175,0.00007072596,0.0008470035,0.00033475697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007532067,0.0003559045,0.00017515002,0.0014140098,0.0025175607,0.002103409,0.00052685407,0.0016168415,0.016669994],"category_scores_gemma":[0.0026983004,0.0004078771,0.0001364323,0.0022403882,0.0013549047,0.0021910227,0.00066886964,0.0023878329,0.0024498051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046241687,0.000019083996,0.008486368,0.0001824866,0.000010414024,0.00008982944,0.0011597768,0.0001687516,0.00021131885,0.00811389,0.870256,0.11125592],"study_design_scores_gemma":[0.00001112488,0.000019253626,0.0585213,0.0009019619,0.000044155335,0.00014235855,0.004147642,0.00014631798,0.0005023375,0.00782955,0.9277144,0.000019652873],"about_ca_topic_score_codex":0.22708611,"about_ca_topic_score_gemma":0.55711937,"teacher_disagreement_score":0.22708611,"about_ca_system_score_codex":0.0028987608,"about_ca_system_score_gemma":0.0052482383,"threshold_uncertainty_score":0.45152867},"labels":[],"label_agreement":null},{"id":"W2159432153","doi":"10.18352/ijc.447","title":"Mori, A. (ed.) (2013). Environmental Governance for Sustainable Development: East Asian Perspectives. New York: United Nations University Press.","year":2013,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Environmental law and policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental governance; Political science; Sustainable development; Corporate governance; East Asia; Environmental ethics; Regional science; Sociology; Management; Economics; China; Philosophy; Law","score_opus":0.015992609328789785,"score_gpt":0.24040819733589272,"score_spread":0.22441558800710293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159432153","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040037924,0.96985817,0.0009638016,0.012256003,0.0025209337,0.000011317091,0.0003407411,0.0000597491,0.013588846],"genre_scores_gemma":[0.0050016413,0.97620994,0.0025090275,0.0014066384,0.001582519,0.000027435915,0.0001895734,0.00003622377,0.013036945],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934655,0.00012369618,0.00008234428,0.000056782803,0.00031341892,0.00007718993],"domain_scores_gemma":[0.99877864,0.00044606903,0.00022363523,0.000048006445,0.00032378203,0.00017993912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002649679,0.0015861214,0.0010932174,0.0042890734,0.0014204449,0.004832104,0.0012868826,0.0023684404,0.016569704],"category_scores_gemma":[0.00205175,0.0011231893,0.00060565246,0.0070108594,0.0015020723,0.007495802,0.0018457201,0.002837493,0.008486531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006606639,0.000034927514,0.0013795918,0.0026575355,0.000042373435,0.0001735486,0.0022295709,0.00022784779,0.0003508226,0.025856195,0.6103284,0.35665312],"study_design_scores_gemma":[0.000007726092,0.000023517334,0.0038240575,0.00355082,0.0000571363,0.00032394502,0.0013518811,0.00009762437,0.00047714272,0.008947323,0.98131245,0.00002652616],"about_ca_topic_score_codex":0.01773659,"about_ca_topic_score_gemma":0.057150163,"teacher_disagreement_score":0.01773659,"about_ca_system_score_codex":0.0021540627,"about_ca_system_score_gemma":0.005541189,"threshold_uncertainty_score":0.055431187},"labels":[],"label_agreement":null},{"id":"W2161529843","doi":"10.18352/ijc.138","title":"Community-based enterprises and the commons: The case of San Juan Nuevo Parangaricutiro, Mexico","year":2009,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Commons; Indigenous; Scholarship; Sociology; Political science; Law; Ecology","score_opus":0.02649478275743559,"score_gpt":0.29370525455662344,"score_spread":0.26721047179918783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161529843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9744513,0.00047393158,0.00034023658,0.0033576542,0.000018412566,0.000029134811,0.000025140846,0.0000063690163,0.021297848],"genre_scores_gemma":[0.99454075,0.00034449968,0.00024411171,0.00021402162,0.00001132548,0.000038027083,0.000019769588,0.0000038104895,0.0045835506],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999228,0.0003563174,0.00000962057,0.000069060334,0.000047837788,0.0002890984],"domain_scores_gemma":[0.999263,0.00039318623,0.00011371742,0.00003734264,0.00004998547,0.00014263822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093675347,0.00018687376,0.00022196151,0.00060438237,0.015765704,0.0025539692,0.0011404407,0.0017891686,0.0029874996],"category_scores_gemma":[0.0015243291,0.00021615853,0.0001680463,0.0008283076,0.0070059514,0.0018342687,0.0036802061,0.0017235309,0.00007910643],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001517398,0.00029677284,0.04925348,0.00027137157,0.0000315555,0.025912974,0.79099673,0.0011485786,0.0010622429,0.10162327,0.0054386053,0.023812702],"study_design_scores_gemma":[0.000020532045,0.00006168394,0.04120106,0.00023684981,0.000022401437,0.0009263967,0.88485336,0.0006775375,0.00020766516,0.0042125126,0.06755549,0.00002454125],"about_ca_topic_score_codex":0.1572562,"about_ca_topic_score_gemma":0.34634334,"teacher_disagreement_score":0.1572562,"about_ca_system_score_codex":0.0073561394,"about_ca_system_score_gemma":0.004573934,"threshold_uncertainty_score":0.31268173},"labels":[],"label_agreement":null},{"id":"W2317189350","doi":"10.18352/ijc.568","title":"Multilevel governance and fisheries commons: Investigating performance and local capacities in rural Bangladesh","year":2016,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Wilfrid Laurier University","funders":"","keywords":"Livelihood; Corporate governance; Business; Capacity building; Commons; Environmental resource management; Order (exchange); Fisheries management; Environmental economics; Environmental planning; Economics; Economic growth; Fishery; Political science; Finance; Geography; Fishing","score_opus":0.027886499890403697,"score_gpt":0.21634318116368279,"score_spread":0.18845668127327908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317189350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927772,0.00004621397,0.00012332623,0.00015346061,0.0000012322889,0.000032545337,0.00011186507,0.0000033253627,0.0067509515],"genre_scores_gemma":[0.9994367,0.00003067718,0.00006107277,0.0000080745285,6.5725976e-7,0.000015739686,0.000026036847,9.276197e-7,0.0004201413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986181,0.0005991388,0.00008500269,0.0001416469,0.00022826654,0.00032786228],"domain_scores_gemma":[0.99608433,0.0015107117,0.00097114925,0.0002250182,0.00057074154,0.0006379016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016967545,0.00018092783,0.00023692827,0.0019435219,0.0021838404,0.0019625917,0.0005339862,0.0003732026,0.005590657],"category_scores_gemma":[0.00549697,0.00014244762,0.0001582576,0.0030823175,0.003146036,0.0017970317,0.0031457203,0.00034647385,0.00034680878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011261147,0.00017635897,0.81282616,0.0002484052,0.000045259996,0.0010001034,0.1436776,0.00095511443,0.0015709248,0.0058177346,0.0008898388,0.03267986],"study_design_scores_gemma":[0.0000041061694,0.00017733662,0.6375918,0.000103754006,0.000013188993,0.00014904686,0.35608897,0.00051828224,0.00031520464,0.0010142099,0.0040015047,0.000022617709],"about_ca_topic_score_codex":0.045244917,"about_ca_topic_score_gemma":0.08098576,"teacher_disagreement_score":0.045244917,"about_ca_system_score_codex":0.0051777693,"about_ca_system_score_gemma":0.0022488805,"threshold_uncertainty_score":0.08996314},"labels":[],"label_agreement":null},{"id":"W2507160277","doi":"10.18352/ijc.634","title":"Explaining success and failure in the commons: the configural nature of Ostrom's institutional design principles","year":2016,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":208,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Commons; Common-pool resource; Natural resource; Qualitative comparative analysis; Corporate governance; Interdependence; Business; Environmental resource management; Environmental economics; Economics; Ecology; Computer science; Political science; Microeconomics","score_opus":0.025325995858317234,"score_gpt":0.23683632400963484,"score_spread":0.2115103281513176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507160277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74420375,0.014785972,0.19462337,0.009238017,0.00014643795,0.00065194204,0.001371856,0.00019753001,0.0347811],"genre_scores_gemma":[0.98922545,0.0004075722,0.00982605,0.00010926912,0.000014471781,0.000117115,0.0000898453,0.000024815849,0.00018538017],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.95779294,0.029037215,0.002844494,0.005741081,0.0035103115,0.0010739907],"domain_scores_gemma":[0.7625994,0.18563205,0.026240773,0.020028532,0.003965216,0.0015340562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05172727,0.0007110599,0.0011103097,0.0060131643,0.0015766307,0.004476516,0.0020078535,0.0009950512,0.0031737718],"category_scores_gemma":[0.14471097,0.00062474294,0.0024219388,0.0053729503,0.0107835345,0.0074796355,0.0053162733,0.0014953612,0.00014223208],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032516886,0.000106018066,0.56094503,0.0042613843,0.005087067,0.0006466786,0.014605773,0.013004677,0.00054107665,0.24138284,0.0015319156,0.15756236],"study_design_scores_gemma":[0.0001432875,0.00025448785,0.20734225,0.0030797936,0.0031303123,0.0004462037,0.010145671,0.031018449,0.0009608806,0.7304375,0.012898146,0.00014297942],"about_ca_topic_score_codex":0.0128746275,"about_ca_topic_score_gemma":0.017350037,"teacher_disagreement_score":0.05172727,"about_ca_system_score_codex":0.00423455,"about_ca_system_score_gemma":0.004157669,"threshold_uncertainty_score":0.2735632},"labels":[],"label_agreement":null},{"id":"W2509092820","doi":"10.18352/ijc.643","title":"The role of boundary organizations in co-management: examining the politics of knowledge integration in a marine protected area in Belize","year":2016,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Corporate governance; Accountability; Knowledge integration; Knowledge management; Commons; Politics; Business; Government (linguistics); Boundary (topology); Resource (disambiguation); Environmental resource management; Public relations; Political science; Economics; Knowledge engineering; Computer science","score_opus":0.01097358298397019,"score_gpt":0.2362623797187403,"score_spread":0.22528879673477012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509092820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93853813,0.0006347084,0.0014883628,0.0068697226,0.00003103251,0.000059628088,0.00001714898,0.0000056852145,0.05235566],"genre_scores_gemma":[0.99861145,0.00009816489,0.00026380603,0.00015606814,0.0000037218756,0.000013362583,0.0000070629194,0.0000020028865,0.0008443624],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99378467,0.0033529226,0.00010921323,0.00051550666,0.00045631456,0.0017812869],"domain_scores_gemma":[0.9901052,0.0060486547,0.0013281006,0.00029796822,0.0007380504,0.0014821105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006908168,0.00018156657,0.000280832,0.0025569275,0.020726858,0.009113379,0.0015355203,0.0018682656,0.0032593329],"category_scores_gemma":[0.008338097,0.0003343828,0.00024325257,0.0018869748,0.022468738,0.0076064593,0.0099780485,0.0019930606,0.00013560675],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009099957,0.00017902454,0.0828932,0.00014614065,0.000040456594,0.0025608107,0.62389225,0.0011927307,0.0011392393,0.26390037,0.001992618,0.021972137],"study_design_scores_gemma":[0.000014525366,0.000057565972,0.07248363,0.00032365968,0.000039232746,0.00025374893,0.8828969,0.0010658877,0.0003091948,0.014575197,0.027948061,0.000032428143],"about_ca_topic_score_codex":0.22683395,"about_ca_topic_score_gemma":0.35581696,"teacher_disagreement_score":0.22683395,"about_ca_system_score_codex":0.030796979,"about_ca_system_score_gemma":0.021911476,"threshold_uncertainty_score":0.4510272},"labels":[],"label_agreement":null},{"id":"W2517777561","doi":"10.18352/ijc.470","title":"Conflict or synergy? Understanding interaction between municipalities and village commons (regole) in polycentric governance of mountain areas in the Veneto Region, Italy","year":2016,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Corporate governance; Context (archaeology); Plural; Commons; Work (physics); Politics; Political science; Business; Geography; Law","score_opus":0.08654724465382986,"score_gpt":0.30308386779231716,"score_spread":0.21653662313848732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517777561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97682846,0.0010134731,0.0022937127,0.0011904694,0.0000098146675,0.000025174408,0.0000178517,0.000009897099,0.01861112],"genre_scores_gemma":[0.99937135,0.000075568474,0.00022012067,0.000021084908,0.0000031573584,0.000007071355,0.000006402587,0.00000134194,0.0002939579],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99696964,0.002054429,0.00005738506,0.0002895822,0.00017127245,0.00045768774],"domain_scores_gemma":[0.9971066,0.0015979016,0.00072663487,0.00013466939,0.00009834993,0.0003359469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00227709,0.0001745768,0.00027010986,0.0014543461,0.0034071805,0.004965323,0.0009322353,0.0006647444,0.0020950912],"category_scores_gemma":[0.0031136065,0.00021674609,0.00015958733,0.0018265471,0.009236678,0.00306601,0.005364522,0.0004959929,0.00010799806],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010474433,0.00009288192,0.12945578,0.00028449253,0.00005764244,0.0028409925,0.7256772,0.0020037303,0.001370552,0.104160465,0.0015057686,0.032445777],"study_design_scores_gemma":[0.000020668946,0.000094716874,0.2130175,0.00040936307,0.000052945208,0.00078339083,0.6961483,0.0033309686,0.00020461516,0.036734793,0.049157545,0.000045249653],"about_ca_topic_score_codex":0.01763706,"about_ca_topic_score_gemma":0.043670278,"teacher_disagreement_score":0.01763706,"about_ca_system_score_codex":0.0040612714,"about_ca_system_score_gemma":0.0020797125,"threshold_uncertainty_score":0.03506881},"labels":[],"label_agreement":null},{"id":"W2527753966","doi":"10.18352/ijc.720","title":"Reasserting the commons: Pastoral contestations of private and state lands in East Africa","year":2016,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Land tenure; Private property; Property rights; Commons; Pastoralism; Land law; State (computer science); State ownership; Transaction cost; Public property; Kenya; Common-pool resource; Business; Political economy; Economics; Geography; Market economy; Political science; Law; Agriculture; Finance","score_opus":0.014369375731522397,"score_gpt":0.2304490157117485,"score_spread":0.2160796399802261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527753966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806748,0.0003666829,0.0002502001,0.0010942657,0.0000096477615,0.000008996975,0.000016912563,0.000004388348,0.017574072],"genre_scores_gemma":[0.99906033,0.000051270603,0.00005759453,0.000023290188,0.000002721184,0.0000017574915,0.0000030672163,0.0000023660102,0.000797619],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99891853,0.0005132699,0.00001819698,0.00008527529,0.00007830833,0.00038631744],"domain_scores_gemma":[0.9990274,0.0005650272,0.00015100419,0.00009402559,0.000038464244,0.00012416387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016332367,0.0001531864,0.00027345459,0.0009481899,0.012661569,0.004852628,0.0006667957,0.001610602,0.004039079],"category_scores_gemma":[0.0022088385,0.00028332448,0.00016501037,0.0008905453,0.019840239,0.0051065823,0.0039290423,0.0015130998,0.00012578518],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021149225,0.000043360127,0.0096971635,0.00007966497,0.000014516635,0.0029134264,0.8672966,0.0004448668,0.002496649,0.10274551,0.0013663975,0.012690364],"study_design_scores_gemma":[0.00002193618,0.00006547684,0.037381835,0.00015725079,0.000014066669,0.0007923458,0.88607085,0.00070902385,0.00065862853,0.022956295,0.051134054,0.00003835444],"about_ca_topic_score_codex":0.028636882,"about_ca_topic_score_gemma":0.09867889,"teacher_disagreement_score":0.028636882,"about_ca_system_score_codex":0.0052652857,"about_ca_system_score_gemma":0.0011071522,"threshold_uncertainty_score":0.056940377},"labels":[],"label_agreement":null},{"id":"W2600393096","doi":"10.18352/ijc.713","title":"Spiritual commons: sacred sites as core of community-conserved areas in Kyrgyzstan","year":2017,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Commons; Environmental ethics; Sociology; Common-pool resource; Geography; Political science; Ecology; Law; Biology; Philosophy","score_opus":0.046387357278427736,"score_gpt":0.3077354833847384,"score_spread":0.26134812610631064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600393096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964089,0.00008750327,0.00018461252,0.000053698674,0.0000014914576,0.0000065504837,0.00014701943,0.000002187685,0.0031080174],"genre_scores_gemma":[0.99940217,0.000032915792,0.00010360727,0.000005441726,0.0000012304499,0.0000031178204,0.00008820146,9.97799e-7,0.0003623476],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9998796,0.00001564683,0.0000049000723,0.000014666199,0.000018644778,0.000066611414],"domain_scores_gemma":[0.99986315,0.000018642979,0.000053917214,0.000009506585,0.000018682633,0.000036111313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011145576,0.00009442047,0.00013315349,0.0011361117,0.00095945934,0.001363426,0.0002463148,0.00016791128,0.0034712942],"category_scores_gemma":[0.0002504581,0.00004771058,0.00012091546,0.0017393602,0.0012083419,0.00074011483,0.0013308446,0.00018279854,0.00010289322],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015078484,0.0001457105,0.87881523,0.00015743931,0.00005032159,0.0019474144,0.025645759,0.0028533167,0.0029863133,0.0427456,0.0024184638,0.042083696],"study_design_scores_gemma":[0.000005331147,0.000028038638,0.93035644,0.000050262912,0.000021302922,0.0003118371,0.05563441,0.0017215154,0.00025253216,0.0031005268,0.008509447,0.000008336188],"about_ca_topic_score_codex":0.038621403,"about_ca_topic_score_gemma":0.0791868,"teacher_disagreement_score":0.038621403,"about_ca_system_score_codex":0.0012642472,"about_ca_system_score_gemma":0.0009402301,"threshold_uncertainty_score":0.076793194},"labels":[],"label_agreement":null},{"id":"W2604230892","doi":"10.18352/ijc.698","title":"Transitions of social-ecological subsistence systems in the Arctic","year":2017,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Subsistence agriculture; Arctic; Appropriation; Resource (disambiguation); Urbanization; Collective action; Natural resource economics; Provisioning; Food systems; Environmental resource management; Ecology; Business; Geography; Economics; Economic growth; Political science; Food security; Agriculture; Biology; Politics; Computer science","score_opus":0.09298527491281701,"score_gpt":0.4212522176703198,"score_spread":0.3282669427575028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604230892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9559664,0.0008982121,0.0023868294,0.001210768,0.00003436444,0.00004100321,0.00031466765,0.000023002034,0.039124705],"genre_scores_gemma":[0.9985629,0.00026832576,0.00049250614,0.000032686214,0.0000026385987,0.000009134563,0.00006095679,0.0000029585135,0.00056802505],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99892336,0.00045359592,0.00005520725,0.00015736847,0.00015517877,0.00025521562],"domain_scores_gemma":[0.9990563,0.00028471724,0.00016249286,0.000078641475,0.00023226911,0.00018562788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017437937,0.00019087305,0.00024099692,0.0013740702,0.0036476362,0.0035697252,0.0005812844,0.00051882793,0.0017728438],"category_scores_gemma":[0.0024259745,0.0001323546,0.0003581738,0.001739824,0.0041893814,0.0022051707,0.0018847721,0.0006699676,0.00012926459],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022123565,0.00018676784,0.19630502,0.0004649611,0.00011401427,0.002762753,0.35703042,0.024772516,0.0019587267,0.35070035,0.0032864746,0.062196855],"study_design_scores_gemma":[0.000013380653,0.00011335234,0.3015847,0.00055603834,0.000066474415,0.00042833143,0.4800671,0.013956413,0.0005521558,0.12279553,0.07973805,0.00012848177],"about_ca_topic_score_codex":0.32319337,"about_ca_topic_score_gemma":0.36946455,"teacher_disagreement_score":0.32319337,"about_ca_system_score_codex":0.0142995585,"about_ca_system_score_gemma":0.0067284266,"threshold_uncertainty_score":0.6426244},"labels":[],"label_agreement":null},{"id":"W2765411183","doi":"10.18352/ijc.742","title":"Social wellbeing and commons management failure in a small-scale bag net fishery in Gujarat, India","year":2017,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Fishing; Commons; Fisheries management; Blame; Fishery; Corporate governance; Scale (ratio); Pessimism; Business; Political science; Geography; Law; Finance","score_opus":0.013881130280080888,"score_gpt":0.2454382418566468,"score_spread":0.23155711157656592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765411183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990742,0.0000350902,0.0000068437357,0.00052391907,0.0000035269338,0.0000021028857,0.000006951018,5.7735673e-7,0.00034674906],"genre_scores_gemma":[0.99979264,0.000037479025,0.000008580412,0.000059728354,0.0000017715837,0.0000015148563,0.0000051088437,3.569159e-7,0.00009290189],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994516,0.00015282427,0.00002150418,0.00003736572,0.000066446635,0.00027030366],"domain_scores_gemma":[0.99895513,0.00017032189,0.0003362306,0.000025937235,0.000084491076,0.00042788993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005262987,0.00020333737,0.00024730054,0.0007976947,0.0053994176,0.0016063657,0.00067620754,0.0005690047,0.0017294778],"category_scores_gemma":[0.0010390333,0.00019103034,0.0003349207,0.00097190804,0.0039051014,0.0006813296,0.002363551,0.0015357264,0.00012736167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007843779,0.00040839677,0.7787856,0.000075588934,0.000046112607,0.00557615,0.2056534,0.00014516448,0.00086331414,0.0014023413,0.0012170931,0.0057484065],"study_design_scores_gemma":[0.0000029441292,0.00011551949,0.7102671,0.000044258893,0.000019006016,0.000664462,0.28754762,0.00019333056,0.000052625594,0.00024384956,0.00082685787,0.000022341357],"about_ca_topic_score_codex":0.17147794,"about_ca_topic_score_gemma":0.3045579,"teacher_disagreement_score":0.17147794,"about_ca_system_score_codex":0.0031079517,"about_ca_system_score_gemma":0.0019903753,"threshold_uncertainty_score":0.34095967},"labels":[],"label_agreement":null},{"id":"W2765666792","doi":"10.18352/ijc.758","title":"A framework for analyzing institutional gaps in natural resource governance","year":2017,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; McGill University","funders":"","keywords":"Corporate governance; Natural resource; Natural resource management; Intermediary; Institutional theory; Common-pool resource; Resource (disambiguation); Unintended consequences; Institutional analysis; Business; Commons; Knowledge management; Economic system; Political science; Economics; Computer science; Sociology; Microeconomics","score_opus":0.020416578674077642,"score_gpt":0.2711592232045763,"score_spread":0.25074264453049866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765666792","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047252927,0.004204206,0.8155588,0.008230533,0.00019106017,0.00066551194,0.00082514423,0.00029046173,0.12278141],"genre_scores_gemma":[0.76670057,0.0011327461,0.22698756,0.000556016,0.000099426885,0.0011814281,0.0005002493,0.000067631656,0.002774416],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9929289,0.0039021377,0.00038281616,0.0011422788,0.0009041128,0.0007398113],"domain_scores_gemma":[0.9871737,0.007564163,0.001781847,0.0018889832,0.0009370777,0.0006542661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011050946,0.0009462729,0.001123899,0.007878019,0.0038892415,0.0077658617,0.0036357916,0.0033798038,0.0069965203],"category_scores_gemma":[0.015094057,0.0005106778,0.0017029982,0.0071636876,0.017008765,0.015944878,0.009151186,0.0039793714,0.00055867876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044876765,0.000014656152,0.0009748254,0.000051211377,0.000008274364,0.00006052889,0.0011664785,0.0024482382,0.00005327564,0.9908688,0.00028780056,0.0040614535],"study_design_scores_gemma":[0.000007137214,0.000015968903,0.00073579303,0.00013509062,0.000010484893,0.0000947547,0.0028909468,0.0065867933,0.000069869006,0.97533196,0.014109184,0.000012094296],"about_ca_topic_score_codex":0.004681245,"about_ca_topic_score_gemma":0.0034322762,"teacher_disagreement_score":0.011050946,"about_ca_system_score_codex":0.0070690108,"about_ca_system_score_gemma":0.005206843,"threshold_uncertainty_score":0.058443666},"labels":[],"label_agreement":null},{"id":"W2765994308","doi":"10.18352/ijc.756","title":"Using the capability approach to analyze contemporary environmental governance challenges in coastal Brazil","year":2017,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Corporate governance; Politics; Commons; Enforcement; Value (mathematics); Space (punctuation); Economic Justice; Good governance; Sociology; Quality (philosophy); Business; Political science; Law; Computer science","score_opus":0.13188101166711189,"score_gpt":0.3672815706462996,"score_spread":0.23540055897918774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765994308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8697431,0.0012058539,0.008944219,0.008267405,0.000024143965,0.00015284012,0.00017646517,0.000015421443,0.111470565],"genre_scores_gemma":[0.99617803,0.00043223985,0.0016971861,0.00010800751,0.0000044075277,0.0000507381,0.00004193715,0.0000049225687,0.0014824884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9993123,0.00029341038,0.00003327606,0.00007700097,0.00010172041,0.0001823883],"domain_scores_gemma":[0.9984066,0.0007749616,0.00032773157,0.000088363864,0.00021383984,0.00018839435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001550949,0.00022333884,0.00027584162,0.0016672456,0.0020278976,0.003447516,0.0005911503,0.000700378,0.0017097228],"category_scores_gemma":[0.003888052,0.00014451898,0.0004226791,0.001999435,0.0035920714,0.0023642136,0.0032664929,0.0007680426,0.00007279656],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034345987,0.00007418634,0.10804805,0.00033451433,0.00006626047,0.0038934047,0.09653263,0.013423206,0.0013522003,0.73424995,0.002874933,0.03911633],"study_design_scores_gemma":[0.000021125403,0.0001109913,0.18493514,0.0011423918,0.0000778934,0.0011770276,0.38967344,0.031412713,0.0006842422,0.26273906,0.12793124,0.00009470494],"about_ca_topic_score_codex":0.08956146,"about_ca_topic_score_gemma":0.12689991,"teacher_disagreement_score":0.08956146,"about_ca_system_score_codex":0.007812595,"about_ca_system_score_gemma":0.0050773504,"threshold_uncertainty_score":0.17808032},"labels":[],"label_agreement":null},{"id":"W2800419507","doi":"10.18352/ijc.822","title":"Comparing polycentric configuration for adaptive governance within community forests: Case studies in Eastern North America","year":2018,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université du Québec en Outaouais","funders":"","keywords":"Polycentricity; Adaptability; Corporate governance; Environmental governance; Multi-level governance; Order (exchange); Ecology; Environmental resource management; Business; Political science; Economics; Biology; Management","score_opus":0.07412616150303136,"score_gpt":0.3257890975344561,"score_spread":0.25166293603142476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800419507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99662316,0.000079220124,0.00028150974,0.00007679479,9.1943843e-7,0.00001895851,0.000014634405,0.0000014493353,0.00290328],"genre_scores_gemma":[0.9993569,0.00005396243,0.00033713641,0.000010632736,9.000727e-7,0.000011168577,0.000013206191,8.5065653e-7,0.00021517581],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99835145,0.0009937756,0.00004431771,0.00013935742,0.00016784482,0.00030337807],"domain_scores_gemma":[0.997051,0.0015215321,0.00051822496,0.00023159939,0.00032249346,0.00035518003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017861446,0.00017560822,0.00020402954,0.0013442315,0.003857538,0.0016570158,0.00064796093,0.000849329,0.0013615906],"category_scores_gemma":[0.0027874983,0.00014152938,0.00017134561,0.002759085,0.004242705,0.0015421008,0.0017394421,0.0005933147,0.00004275016],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030954037,0.0011234414,0.68356234,0.00034806773,0.00013298572,0.015125726,0.19331175,0.010476645,0.0029559135,0.044393543,0.0017005443,0.046559546],"study_design_scores_gemma":[0.00004005596,0.00016713415,0.58804613,0.00015640467,0.00004074799,0.0014227098,0.3826531,0.007946648,0.0005271009,0.008434761,0.010526824,0.00003838052],"about_ca_topic_score_codex":0.11327302,"about_ca_topic_score_gemma":0.37464914,"teacher_disagreement_score":0.11327302,"about_ca_system_score_codex":0.0049782903,"about_ca_system_score_gemma":0.0015476709,"threshold_uncertainty_score":0.22522742},"labels":[],"label_agreement":null},{"id":"W2891095779","doi":"10.18352/ijc.819","title":"Embracing conceptual diversity to integrate power and institutional analysis: Introducing a relational typology","year":2018,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Political Conflict and Governance","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Typology; Scholarship; Sociology; Corporate governance; Institutional analysis; Power (physics); Politics; Diversity (politics); Institutionalism; Environmental governance; Conceptual framework; New institutionalism; Epistemology; Social science; Political science; Economics; Management; Law","score_opus":0.03487113972735313,"score_gpt":0.32640985355082475,"score_spread":0.29153871382347163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891095779","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050721716,0.0070433007,0.7402451,0.033538647,0.00089545007,0.00040123882,0.00019419099,0.00015392186,0.16680636],"genre_scores_gemma":[0.7752437,0.004188542,0.21188165,0.0018627949,0.0005066193,0.0011598462,0.00019929136,0.00013239456,0.0048251725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98370796,0.011970677,0.000738552,0.0014872162,0.00146806,0.00062754954],"domain_scores_gemma":[0.9767977,0.015533446,0.0020455427,0.0030548817,0.0015988357,0.0009694784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018400092,0.00071671006,0.0010948349,0.009900825,0.005322712,0.015229764,0.0027482978,0.0029144457,0.0034650122],"category_scores_gemma":[0.018239431,0.0005914146,0.0013382974,0.007263678,0.047341943,0.026186353,0.011130759,0.0049168193,0.00038426754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003875509,0.000008257178,0.00074780127,0.00004119704,0.0000066077896,0.00007246977,0.008566118,0.00058981904,0.00007521419,0.9845547,0.00038301336,0.004951005],"study_design_scores_gemma":[0.000010871672,0.00001776275,0.00046529045,0.00024619038,0.0000093935505,0.00016375809,0.008727212,0.002301091,0.00011284334,0.95134175,0.036581635,0.000022240418],"about_ca_topic_score_codex":0.0028809877,"about_ca_topic_score_gemma":0.0036367502,"teacher_disagreement_score":0.018400092,"about_ca_system_score_codex":0.0068685347,"about_ca_system_score_gemma":0.0055832653,"threshold_uncertainty_score":0.097310126},"labels":[],"label_agreement":null},{"id":"W2940796377","doi":"10.18352/ijc.881","title":"Recognizing “reciprocal relations” to restore community access to land and water","year":2019,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reciprocal; Scholarship; Sociology; Agency (philosophy); Context (archaeology); Social relation; Corporate governance; Environmental ethics; Public relations; Environmental resource management; Political science; Social science; Geography; Management; Economics; Law","score_opus":0.0652272785949207,"score_gpt":0.3784055610061588,"score_spread":0.31317828241123813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940796377","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35792726,0.0017513441,0.22921136,0.02145328,0.00049928867,0.000488459,0.000059827707,0.00038246723,0.38822675],"genre_scores_gemma":[0.968171,0.00034652522,0.02477722,0.0006096963,0.0000381878,0.000118601834,0.000017991017,0.000038897928,0.005881899],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9935503,0.003837929,0.00015555431,0.00068238634,0.00081415137,0.0009596946],"domain_scores_gemma":[0.994578,0.0013576297,0.00089335133,0.0012087586,0.0008170901,0.0011451544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00695308,0.0004839547,0.00043729605,0.0015433759,0.010469126,0.0072580175,0.0021603,0.002350153,0.0061282297],"category_scores_gemma":[0.011216233,0.00029701428,0.00053282443,0.0012240141,0.020754773,0.009832455,0.015833654,0.0029879485,0.00063796656],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049214406,0.00023005091,0.010902514,0.00043055654,0.00006477285,0.0020013654,0.24173474,0.0022579408,0.007826697,0.592099,0.0063835755,0.13601963],"study_design_scores_gemma":[0.000031054788,0.00021975837,0.010795772,0.0005789914,0.000094444724,0.0014304826,0.17527406,0.0041521117,0.0028923878,0.45962587,0.34481415,0.000090771704],"about_ca_topic_score_codex":0.009460812,"about_ca_topic_score_gemma":0.03941588,"teacher_disagreement_score":0.010469126,"about_ca_system_score_codex":0.0040095164,"about_ca_system_score_gemma":0.008267254,"threshold_uncertainty_score":0.036771834},"labels":[],"label_agreement":null},{"id":"W2942796066","doi":"10.18352/ijc.859","title":"Governance of a global genetic resource commons for non-commercial research: A case-study of the DNA barcode commons","year":2019,"lang":"pl","type":"article","venue":"International Journal of the Commons","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Alberta","funders":"","keywords":"Barcode; Commons; Collective action; DNA barcoding; Context (archaeology); Corporate governance; Resource (disambiguation); Documentation; Business; Global commons; Knowledge management; Biology; Political science; Computer science; Law; Ecology; Marketing; Politics","score_opus":0.049234207284169086,"score_gpt":0.30793703491841096,"score_spread":0.25870282763424185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942796066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91550165,0.0005972,0.015522363,0.01891651,0.000088077344,0.00043296957,0.00009129155,0.000045062407,0.0488049],"genre_scores_gemma":[0.9899928,0.00043031707,0.004356406,0.0016697103,0.000027532818,0.00021464299,0.00003665695,0.000035180474,0.0032367792],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97942334,0.016081607,0.00033391002,0.0009557941,0.0011571653,0.0020481357],"domain_scores_gemma":[0.9673099,0.022371825,0.0025751088,0.0028157781,0.0013491685,0.0035781949],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.023327444,0.00037471185,0.00050605385,0.001632262,0.020020315,0.008134025,0.0021562334,0.0046730204,0.0028020085],"category_scores_gemma":[0.018619929,0.00044609077,0.0006158556,0.0026170835,0.019665932,0.009505823,0.011535009,0.004613335,0.00030494484],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009839263,0.0005283536,0.039267983,0.00026293806,0.0000327828,0.020311644,0.66512716,0.0016267572,0.0015274262,0.23765716,0.0054205903,0.028138848],"study_design_scores_gemma":[0.00004223761,0.00017611445,0.011021844,0.0004682939,0.000032620956,0.002974173,0.83585596,0.0028119523,0.0011661194,0.055361927,0.09001408,0.00007474335],"about_ca_topic_score_codex":0.017320154,"about_ca_topic_score_gemma":0.033692103,"teacher_disagreement_score":0.99784374,"about_ca_system_score_codex":0.009033827,"about_ca_system_score_gemma":0.011873948,"threshold_uncertainty_score":0.12336874},"labels":[],"label_agreement":null},{"id":"W2944344500","doi":"10.18352/ijc.864","title":"The Utility of Combining the IAD and SES Frameworks","year":2019,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":139,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainability; Process (computing); Action (physics); Conceptual framework; Ecological systems theory; Social system; Ecology; Management science; Computer science; Sociology; Economics; Artificial intelligence; Social science; Biology","score_opus":0.008726076657746029,"score_gpt":0.21625367612641969,"score_spread":0.20752759946867366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944344500","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016243087,0.0036489526,0.72673434,0.021807425,0.0006020528,0.00031438196,0.0004287376,0.00026054643,0.22996049],"genre_scores_gemma":[0.5452836,0.0022957325,0.43834788,0.0019286191,0.00041274133,0.0011451307,0.00043152244,0.00013495961,0.010019758],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.981657,0.012732122,0.0010505585,0.0013416078,0.0025377332,0.00068096636],"domain_scores_gemma":[0.9846038,0.00887249,0.0013445755,0.0017832348,0.0025177023,0.00087827514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022322683,0.0017149012,0.0014752313,0.009689708,0.0029759097,0.008004755,0.0040696394,0.0025447116,0.0053601246],"category_scores_gemma":[0.024654528,0.0006133111,0.0022312838,0.0061433944,0.014571763,0.0112591125,0.013602454,0.0044933623,0.0010495266],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067883,0.000013667022,0.00067120045,0.000048038233,0.000013198413,0.00005122004,0.00070490217,0.0012222292,0.000036888578,0.98741,0.0006110452,0.009210788],"study_design_scores_gemma":[0.000013464147,0.00003677881,0.00095588627,0.00027034825,0.00003624108,0.00015227712,0.0018354146,0.012728163,0.00012246783,0.9419409,0.041874662,0.000033378663],"about_ca_topic_score_codex":0.008631446,"about_ca_topic_score_gemma":0.0108450875,"teacher_disagreement_score":0.022322683,"about_ca_system_score_codex":0.0063358825,"about_ca_system_score_gemma":0.0064156526,"threshold_uncertainty_score":0.118055046},"labels":[],"label_agreement":null},{"id":"W2982377790","doi":"10.5334/ijc.945","title":"Local Stakeholders Understand Recreational Fisheries as Social-Ecological Systems but Do Not View Governance Systems as Influential for System Dynamics","year":2019,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Recreation; Corporate governance; Sanctions; Ecological systems theory; Business; Environmental resource management; Social system; Resource (disambiguation); Common-pool resource; Context (archaeology); Environmental governance; Natural resource management; Resource management (computing); Fisheries law; Fisheries management; Natural resource; Environmental planning; Ecology; Economics; Political science; Sociology; Geography; Computer science","score_opus":0.04422371565597106,"score_gpt":0.2764165630009221,"score_spread":0.23219284734495105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982377790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7530528,0.0009808652,0.06468169,0.024800982,0.000072692164,0.00013968338,0.00012093986,0.000095456584,0.15605494],"genre_scores_gemma":[0.9968707,0.00018526702,0.0012853288,0.00065816264,0.0000074228324,0.000021900112,0.000019833371,0.000006436522,0.000944956],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.998009,0.0010056181,0.00009386224,0.00024704984,0.00035087424,0.0002935886],"domain_scores_gemma":[0.9950812,0.002224597,0.0010953312,0.00038018095,0.0005902718,0.0006284438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003438032,0.0003166077,0.0002576969,0.0013975819,0.0029544707,0.0035394197,0.0007761324,0.0014440145,0.004171274],"category_scores_gemma":[0.00754986,0.00021311807,0.00033395973,0.001115952,0.010889968,0.009384346,0.0036600565,0.0016176538,0.00027890896],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006950329,0.00022033493,0.19478363,0.0006209047,0.00019748954,0.0014818695,0.21635623,0.0047301804,0.0047441786,0.49054328,0.0068231984,0.07942915],"study_design_scores_gemma":[0.000034927998,0.0002014498,0.10133373,0.0005515239,0.0001140396,0.0006468169,0.3091611,0.008744705,0.0015149142,0.4901954,0.087379724,0.0001216786],"about_ca_topic_score_codex":0.007945635,"about_ca_topic_score_gemma":0.013914321,"teacher_disagreement_score":0.007945635,"about_ca_system_score_codex":0.0030825532,"about_ca_system_score_gemma":0.0018708239,"threshold_uncertainty_score":0.02236563},"labels":[],"label_agreement":null},{"id":"W2982476846","doi":"10.5334/ijc.861","title":"The Impact of Heterogeneity in a Global Knowledge Commons: Implications for Governance of the DNA Barcode Commons","year":2019,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Alberta","funders":"","keywords":"Commons; DNA barcoding; Corporate governance; Business; Common-pool resource; Natural resource; Knowledge management; Political science; Biology; Ecology; Computer science; Law","score_opus":0.013159407843200056,"score_gpt":0.3342238695325175,"score_spread":0.3210644616893174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982476846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6916753,0.00094855606,0.063583404,0.036290023,0.00010171117,0.0003619366,0.0002028792,0.000071415554,0.20676468],"genre_scores_gemma":[0.99807537,0.00005696148,0.001170295,0.00021910056,0.000011596245,0.000038801554,0.000015293605,0.0000074235854,0.00040513588],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9844582,0.009018001,0.00066023023,0.0016817029,0.0020378483,0.0021439546],"domain_scores_gemma":[0.9436325,0.03905332,0.006810595,0.0044997856,0.0030438188,0.0029599916],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.018559102,0.00024530818,0.0005246478,0.0023401615,0.005242081,0.010192363,0.0012642852,0.0016953051,0.0047650314],"category_scores_gemma":[0.048960567,0.00027961584,0.00060464046,0.0027324061,0.030526606,0.01602268,0.010526061,0.0023785965,0.00015676442],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002806426,0.00005022222,0.027530672,0.000077225646,0.000026370722,0.000283299,0.018830847,0.002909955,0.00026536762,0.9396305,0.0005913311,0.009776202],"study_design_scores_gemma":[0.000024655516,0.0000349446,0.024233693,0.00023054049,0.000029739465,0.00012318263,0.04687728,0.0039321645,0.0003623464,0.910355,0.013757593,0.000038832244],"about_ca_topic_score_codex":0.009230866,"about_ca_topic_score_gemma":0.009020944,"teacher_disagreement_score":0.9987357,"about_ca_system_score_codex":0.00962703,"about_ca_system_score_gemma":0.009021012,"threshold_uncertainty_score":0.09815109},"labels":[],"label_agreement":null},{"id":"W3024863666","doi":"10.5334/ijc.1002","title":"Mixing Public and Private Agri-Environment Schemes: Effects on Farmers Participation in Quebec, Canada","year":2020,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université du Québec en Outaouais","funders":"","keywords":"Subsidy; Incentive; Business; Public economics; Government (linguistics); Autonomy; Payment; Ecosystem services; Incentive program; Environmental resource management; Environmental planning; Economics; Finance; Ecosystem; Microeconomics; Political science; Ecology; Geography","score_opus":0.016156092716196717,"score_gpt":0.21015880239896434,"score_spread":0.19400270968276762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024863666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883627,0.00025001363,0.00014718722,0.0010392314,0.000009916543,0.00013176828,0.0009356839,0.00002984279,0.009093582],"genre_scores_gemma":[0.99250925,0.00016042416,0.00026467638,0.0001797673,0.000002577502,0.000055944234,0.00041090715,0.000009483634,0.006406901],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99642915,0.00084708456,0.00011137869,0.0004004896,0.0008343833,0.001377531],"domain_scores_gemma":[0.9913049,0.001569095,0.0011760247,0.0002963751,0.0031614248,0.0024921969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024705504,0.00040689646,0.00046569225,0.0014402069,0.0062445696,0.0031360297,0.00232924,0.0008569669,0.007145183],"category_scores_gemma":[0.0056383302,0.0002980599,0.00052478415,0.0030349556,0.002748384,0.0009255939,0.0024826487,0.0008146418,0.0003866667],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014699463,0.0012564018,0.8537401,0.0003991156,0.00024529285,0.0010843191,0.03496566,0.0025013906,0.0056105033,0.0067460015,0.010973932,0.0810072],"study_design_scores_gemma":[0.00008042256,0.0002522958,0.94441664,0.00013492117,0.000059808415,0.00005025142,0.04084705,0.0026206537,0.000519546,0.0002667796,0.010683638,0.00006808977],"about_ca_topic_score_codex":0.9975604,"about_ca_topic_score_gemma":0.9989926,"teacher_disagreement_score":0.112875335,"about_ca_system_score_codex":0.112875335,"about_ca_system_score_gemma":0.08179463,"threshold_uncertainty_score":0.8189717},"labels":[],"label_agreement":null},{"id":"W3143034064","doi":"10.5334/ijc.1057","title":"Institutional Contexts and Policy Discourses: A Case of Water Quality Governance in Lake Erie Basin","year":2021,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Institutionalism; Context (archaeology); Normative; Corporate governance; Discourse analysis; Sociology; New institutionalism; Policy analysis; Political science; Public administration; Economics; Politics; Law; Geography","score_opus":0.03137194817983949,"score_gpt":0.39353058147062603,"score_spread":0.36215863329078657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143034064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972329,0.00039189897,0.0008838303,0.005378066,0.00001436656,0.000065407934,0.000048231825,0.000014198953,0.020875014],"genre_scores_gemma":[0.9967393,0.00023157713,0.0005230113,0.00020404748,0.000005201628,0.000026236185,0.000020396625,0.0000061330966,0.0022440013],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996552,0.0018667696,0.00012003709,0.00027054723,0.00042956177,0.0007611239],"domain_scores_gemma":[0.99581677,0.0028197507,0.00043573073,0.00014385438,0.0004245854,0.00035925288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029415258,0.00024440238,0.00037433588,0.0015378189,0.01990676,0.006088128,0.0013835956,0.0026944587,0.0014500943],"category_scores_gemma":[0.0050572264,0.00031985244,0.00027571697,0.0027153534,0.015631648,0.0021800117,0.0050594294,0.0017094185,0.00007478772],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069717586,0.000049840455,0.013815403,0.00012920776,0.000021021277,0.012444665,0.92392707,0.001079715,0.0019653856,0.03915205,0.0010550414,0.006290992],"study_design_scores_gemma":[0.000020947165,0.00002958927,0.016516041,0.00014177368,0.00003097205,0.0005163904,0.9336612,0.0011124532,0.00071981485,0.0044195782,0.042788815,0.000042404565],"about_ca_topic_score_codex":0.7498523,"about_ca_topic_score_gemma":0.8590538,"teacher_disagreement_score":0.7498523,"about_ca_system_score_codex":0.044259224,"about_ca_system_score_gemma":0.024144253,"threshold_uncertainty_score":0.5032417},"labels":[],"label_agreement":null},{"id":"W4229677329","doi":"10.18352/bmgn-lchr.416","title":"Governing large-scale social-ecological systems: Lessons from five cases","year":2014,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Common-pool resource; Sanctions; Resource (disambiguation); Corporate governance; Scale (ratio); Environmental resource management; Pledge; Political ecology; Resource management (computing); Sustainability; Accountability; Politics; Ecology; Political science; Business; Geography; Economics; Law; Microeconomics; Computer science","score_opus":0.021487861349289008,"score_gpt":0.24995298110845893,"score_spread":0.22846511975916992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229677329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69899005,0.002110189,0.042011194,0.018096546,0.000114473245,0.0004069729,0.00009433102,0.00007071876,0.23810548],"genre_scores_gemma":[0.9881721,0.00075810985,0.0061285063,0.00040724015,0.000025837318,0.00014448275,0.000033322078,0.000014755113,0.0043156804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9917755,0.005678715,0.00023800212,0.00042005602,0.0007870942,0.0011006283],"domain_scores_gemma":[0.9863207,0.010087273,0.00070878136,0.0012052447,0.0007859535,0.00089214154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0115568265,0.00050390995,0.0006377699,0.0012186298,0.008898056,0.006694347,0.0025738082,0.0045247274,0.0030957754],"category_scores_gemma":[0.013244448,0.00035349824,0.0007720841,0.0019774672,0.019594513,0.0074029444,0.007335615,0.003154177,0.00021953309],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036909503,0.0001547701,0.0073068677,0.00008852265,0.000022388498,0.0031505048,0.030179314,0.0098179635,0.00015600242,0.93524426,0.0021415965,0.01170088],"study_design_scores_gemma":[0.00019285925,0.00020010726,0.009562023,0.0004792104,0.00007179534,0.0012622689,0.118576005,0.031439483,0.0010537889,0.7296917,0.107371494,0.00009931653],"about_ca_topic_score_codex":0.029580941,"about_ca_topic_score_gemma":0.04517802,"teacher_disagreement_score":0.029580941,"about_ca_system_score_codex":0.009890361,"about_ca_system_score_gemma":0.0036182252,"threshold_uncertainty_score":0.07175994},"labels":[],"label_agreement":null},{"id":"W4229688239","doi":"10.18352/bmgn-lchr.409","title":"Evaluating the utility of common-pool resource theory for understanding forest governance and outcomes in Indonesia between 1965 and 2012","year":2014,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Common-pool resource; Corporate governance; Resource (disambiguation); Business; Environmental resource management; Natural resource economics; Environmental economics; Economics; Microeconomics; Computer science; Finance","score_opus":0.06336342916337243,"score_gpt":0.30384413876489047,"score_spread":0.24048070960151804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229688239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991052,0.000098431505,0.0015072953,0.00025621706,0.000007314568,0.000045805384,0.00019390421,0.0000039750453,0.006835033],"genre_scores_gemma":[0.9989517,0.000044632947,0.00046134807,0.000018546398,0.000003531819,0.0000470028,0.00016121267,0.0000022728104,0.00030970803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986964,0.0004933447,0.00009826054,0.00027146185,0.00020951156,0.00023108092],"domain_scores_gemma":[0.992558,0.003390678,0.0021297366,0.00047502108,0.0007863615,0.0006602308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047840183,0.00028436474,0.0003740448,0.0015298882,0.0011861416,0.0015976089,0.0006120154,0.0003269076,0.0025815943],"category_scores_gemma":[0.010270666,0.00018731208,0.0004642029,0.0023228785,0.0022192344,0.0029463153,0.0022715253,0.0013564031,0.00018312826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010156632,0.00028464774,0.95356166,0.00004796413,0.000054545257,0.00023864798,0.011268967,0.0047191773,0.00008579897,0.008336766,0.00040976846,0.02089046],"study_design_scores_gemma":[0.000011808303,0.00013758232,0.9557319,0.00009822574,0.000034777368,0.000051335064,0.017940918,0.016180262,0.00024196149,0.008015362,0.0015349084,0.000020919131],"about_ca_topic_score_codex":0.05018647,"about_ca_topic_score_gemma":0.0588387,"teacher_disagreement_score":0.05018647,"about_ca_system_score_codex":0.0045292983,"about_ca_system_score_gemma":0.0019489328,"threshold_uncertainty_score":0.099788666},"labels":[],"label_agreement":null},{"id":"W4231158470","doi":"10.18352/bmgn-lchr.447","title":"Mori, A. (ed.) (2013). Environmental Governance for Sustainable Development: East Asian Perspectives. New York: United Nations University Press.","year":2013,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Environmental law and policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental governance; Sustainable development; Corporate governance; East Asia; Political science; Economic growth; Development economics; Economics; Management; China; Law","score_opus":0.015992609328789785,"score_gpt":0.24040819733589272,"score_spread":0.22441558800710293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231158470","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040037924,0.96985817,0.0009638016,0.012256003,0.0025209337,0.000011317091,0.0003407411,0.0000597491,0.013588846],"genre_scores_gemma":[0.0050016413,0.97620994,0.0025090275,0.0014066384,0.001582519,0.000027435915,0.0001895734,0.00003622377,0.013036945],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934655,0.00012369618,0.00008234428,0.000056782803,0.00031341892,0.00007718993],"domain_scores_gemma":[0.99877864,0.00044606903,0.00022363523,0.000048006445,0.00032378203,0.00017993912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002649679,0.0015861214,0.0010932174,0.0042890734,0.0014204449,0.004832104,0.0012868826,0.0023684404,0.016569704],"category_scores_gemma":[0.00205175,0.0011231893,0.00060565246,0.0070108594,0.0015020723,0.007495802,0.0018457201,0.002837493,0.008486531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006606639,0.000034927514,0.0013795918,0.0026575355,0.000042373435,0.0001735486,0.0022295709,0.00022784779,0.0003508226,0.025856195,0.6103284,0.35665312],"study_design_scores_gemma":[0.000007726092,0.000023517334,0.0038240575,0.00355082,0.0000571363,0.00032394502,0.0013518811,0.00009762437,0.00047714272,0.008947323,0.98131245,0.00002652616],"about_ca_topic_score_codex":0.01773659,"about_ca_topic_score_gemma":0.057150163,"teacher_disagreement_score":0.01773659,"about_ca_system_score_codex":0.0021540627,"about_ca_system_score_gemma":0.005541189,"threshold_uncertainty_score":0.055431187},"labels":[],"label_agreement":null},{"id":"W4231665093","doi":"10.18352/bmgn-lchr.236","title":"Diversity of resource use and property rights in Tam Giang Lagoon, Vietnam","year":2011,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Property rights; Commons; Livelihood; Resource (disambiguation); Common-pool resource; Diversity (politics); Bundle of rights; Business; Boom; Natural resource economics; Environmental resource management; Geography; Political science; Ecology; Economics; Human rights; Fundamental rights; Right to property; Law; Environmental science","score_opus":0.06356517095421295,"score_gpt":0.26951956209213423,"score_spread":0.2059543911379213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231665093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99795085,0.0001020812,0.00003368088,0.000107698885,0.0000010599954,0.0000039615993,0.00002498236,3.083177e-7,0.0017753827],"genre_scores_gemma":[0.99970955,0.000060158407,0.000022301298,0.0000061567544,4.7439363e-7,0.0000019098784,0.000010095406,2.6068304e-7,0.00018898053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99959105,0.00017002656,0.000017224163,0.00004673412,0.000051038038,0.00012386164],"domain_scores_gemma":[0.99901175,0.0003259842,0.0002765387,0.000030739677,0.0001012446,0.000253703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005806374,0.00008205967,0.00012120162,0.00073081284,0.0015933644,0.0014171705,0.00018646421,0.00010281985,0.0011080106],"category_scores_gemma":[0.0010378738,0.00010663621,0.000045166755,0.0013447822,0.0025630018,0.0008099809,0.0009134463,0.00025040391,0.000025523443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010489215,0.000108861386,0.7594803,0.00012258576,0.000045354176,0.0021133823,0.17779303,0.00088817714,0.0016813711,0.02356393,0.0008056532,0.03329237],"study_design_scores_gemma":[0.000009484558,0.000096154,0.77025473,0.00009759679,0.000009105792,0.00045081883,0.21645828,0.0008875596,0.00026723562,0.0026681835,0.008776753,0.000023998255],"about_ca_topic_score_codex":0.11211393,"about_ca_topic_score_gemma":0.18826063,"teacher_disagreement_score":0.11211393,"about_ca_system_score_codex":0.0030831206,"about_ca_system_score_gemma":0.001957262,"threshold_uncertainty_score":0.22292268},"labels":[],"label_agreement":null},{"id":"W4232326597","doi":"10.18352/bmgn-lchr.279","title":"Freeman, David M. (2011). Implementing the Endangered Species Act in the Platte Basin Water Commons. Boulder, CO: University Press of Colorado.","year":2011,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Endangered species; Commons; Structural basin; Environmental ethics; Political science; Geology; Biology; Ecology; Law; Philosophy; Geomorphology","score_opus":0.0289010694712235,"score_gpt":0.2242744794281419,"score_spread":0.1953734099569184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232326597","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014407644,0.19816598,0.0052161696,0.36969227,0.017931946,0.00023281769,0.010883242,0.000864842,0.3826051],"genre_scores_gemma":[0.2221441,0.14276326,0.011695868,0.058231764,0.003165353,0.00043330257,0.0057368157,0.0005032751,0.5553263],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9995592,0.00004874975,0.000031964766,0.000041461575,0.00024263943,0.00007595649],"domain_scores_gemma":[0.9975616,0.0005282679,0.00016153508,0.00006158623,0.001320827,0.00036623116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012898251,0.00048581575,0.00018581602,0.001056408,0.0032558723,0.001862385,0.00077976094,0.0031566925,0.014525938],"category_scores_gemma":[0.0037449563,0.0005988434,0.0001883826,0.0013514232,0.0012999685,0.002018326,0.00086643995,0.0040431875,0.0055473805],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023955794,0.0000095895075,0.0011926393,0.000050728977,0.0000021742703,0.0000418154,0.0002738909,0.000084312174,0.0001449898,0.003174066,0.95992315,0.035078846],"study_design_scores_gemma":[0.000008752039,0.000011850479,0.01582587,0.00033873663,0.000015077712,0.000045889778,0.0009386882,0.000059093312,0.00038589022,0.0016202651,0.9807342,0.000015716276],"about_ca_topic_score_codex":0.32816887,"about_ca_topic_score_gemma":0.60724944,"teacher_disagreement_score":0.32816887,"about_ca_system_score_codex":0.0026506293,"about_ca_system_score_gemma":0.008926869,"threshold_uncertainty_score":0.65251744},"labels":[],"label_agreement":null},{"id":"W4236491203","doi":"10.18352/bmgn-lchr.151","title":"A common claim: Community land ownership in the Outer Hebrides, Scotland","year":2010,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"New Hebrides; Land tenure; Common ownership; Geography; Business; Natural resource economics; Economics; Market economy; Archaeology; Agriculture","score_opus":0.047700099707869315,"score_gpt":0.35988884066344934,"score_spread":0.31218874095558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236491203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95223224,0.0009106487,0.0003409531,0.009955462,0.00009609992,0.000021139864,0.000050524744,0.000008745813,0.03638415],"genre_scores_gemma":[0.99133825,0.00020284913,0.000061923216,0.0004075519,0.000023864488,0.000009444301,0.000012942507,0.0000059972467,0.0079370495],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976534,0.00061696104,0.000051639534,0.00026673285,0.0004324319,0.0009788641],"domain_scores_gemma":[0.9970048,0.0011779024,0.00046079134,0.0002161237,0.00036650442,0.0007738861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017887156,0.00023038895,0.0004119017,0.001527197,0.014840116,0.0071514067,0.0014994364,0.0020802757,0.008113496],"category_scores_gemma":[0.0053970776,0.00032701797,0.0001680535,0.0017485507,0.023315612,0.005098667,0.009480173,0.00225819,0.00025716797],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008617852,0.00003537488,0.009691133,0.00009357856,0.000013511285,0.0041076695,0.87868875,0.00006408765,0.00060766534,0.08810394,0.0053945654,0.013113496],"study_design_scores_gemma":[0.0000123167965,0.00005993258,0.02751223,0.00013358498,0.0000102423,0.0005689559,0.85260063,0.000103622675,0.00023076878,0.007630565,0.11110005,0.000037200567],"about_ca_topic_score_codex":0.39421588,"about_ca_topic_score_gemma":0.58393997,"teacher_disagreement_score":0.39421588,"about_ca_system_score_codex":0.011115297,"about_ca_system_score_gemma":0.005847928,"threshold_uncertainty_score":0.78384256},"labels":[],"label_agreement":null},{"id":"W4238259294","doi":"10.18352/bmgn-lchr.24","title":"Self-Organization in Integrated Conservation and Development Initiatives","year":2007,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Development Research Centre","funders":"International Development Research Centre; University of Manitoba","keywords":"Livelihood; Government (linguistics); Incentive; Public relations; Context (archaeology); Business; General partnership; Blueprint; Political science; Environmental resource management; Geography; Engineering; Economics; Finance","score_opus":0.014314469693052514,"score_gpt":0.24977260723809272,"score_spread":0.2354581375450402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238259294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7476939,0.0010339741,0.046031978,0.005457931,0.00012631834,0.00034816348,0.000031791682,0.000094370895,0.19918151],"genre_scores_gemma":[0.99251705,0.00008996931,0.0037669842,0.00012510028,0.000012120342,0.00012229187,0.000011685024,0.000012695397,0.0033421582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99108136,0.0065224767,0.00016905193,0.0006390714,0.00062045804,0.00096751965],"domain_scores_gemma":[0.9936132,0.002892937,0.0012261709,0.0006398369,0.0003526198,0.001275255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073483335,0.00031772317,0.00024568316,0.0018513597,0.0050721746,0.0049215322,0.001037388,0.0015492663,0.003719462],"category_scores_gemma":[0.006766443,0.00029053068,0.000400035,0.0015225107,0.017110176,0.004899453,0.007922261,0.0013294828,0.00020459642],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092492584,0.00029589894,0.029258147,0.0002153955,0.000029938448,0.0010926811,0.17677942,0.0014060253,0.0012028207,0.7437747,0.0014627554,0.044389773],"study_design_scores_gemma":[0.00010765999,0.00045416158,0.05652553,0.0005210796,0.00004199693,0.0009005105,0.26183346,0.0059840404,0.0015964123,0.40961844,0.26232952,0.00008719777],"about_ca_topic_score_codex":0.0015570845,"about_ca_topic_score_gemma":0.0022581685,"teacher_disagreement_score":0.0073483335,"about_ca_system_score_codex":0.0030246351,"about_ca_system_score_gemma":0.0031194182,"threshold_uncertainty_score":0.03886217},"labels":[],"label_agreement":null},{"id":"W4239284032","doi":"10.18352/bmgn-lchr.132","title":"The use of joint ventures to accomplish aboriginal economic development: Two examples from British Columbia","year":2009,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Joint (building); Geography; Operations management; Engineering; Civil engineering","score_opus":0.04007594855005943,"score_gpt":0.3273099108229577,"score_spread":0.28723396227289827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239284032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81247795,0.002010115,0.00140389,0.0033622372,0.00006367378,0.00013685318,0.00010328102,0.000031841977,0.18041022],"genre_scores_gemma":[0.96564883,0.001242162,0.0015964041,0.00020005823,0.0000064594674,0.000054828448,0.000057396846,0.000021079872,0.03117277],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99809307,0.00059774134,0.000042897645,0.000080942504,0.00042055777,0.00076466793],"domain_scores_gemma":[0.9964804,0.0009362954,0.00017292953,0.00025153204,0.0009029641,0.0012559452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017472692,0.00034247103,0.00023879272,0.0017612115,0.015810993,0.0034709808,0.0009406521,0.0011101046,0.002485987],"category_scores_gemma":[0.0038903633,0.00018199609,0.00019896239,0.0027800035,0.00459476,0.0010143748,0.0040622284,0.0014468761,0.00023186518],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021377843,0.00033170558,0.06559165,0.00041629886,0.00003272228,0.018506749,0.5846221,0.0009018391,0.0028983962,0.14481178,0.023697037,0.15797596],"study_design_scores_gemma":[0.000041146843,0.000113524504,0.11190561,0.00041419268,0.00003424044,0.0034228822,0.48253536,0.0011871918,0.001087896,0.0047773845,0.39438307,0.00009740511],"about_ca_topic_score_codex":0.8034618,"about_ca_topic_score_gemma":0.9433816,"teacher_disagreement_score":0.19653821,"about_ca_system_score_codex":0.016347872,"about_ca_system_score_gemma":0.023666603,"threshold_uncertainty_score":0.3953913},"labels":[],"label_agreement":null},{"id":"W4242594391","doi":"10.18352/bmgn-lchr.334","title":"Do collective property rights make sense? Insights from central Vietnam","year":2012,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Ottawa","funders":"","keywords":"Property rights; Legitimacy; Bundle of rights; Law and economics; Land law; Right to property; Property (philosophy); Reservation of rights; Common ownership; Business; Economic system; Human rights; Political science; Fundamental rights; Economics; Law; Land tenure; Geography; Politics","score_opus":0.016082608394183427,"score_gpt":0.21311392202207083,"score_spread":0.1970313136278874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242594391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93896604,0.00072705786,0.0006435432,0.0032198417,0.000010921063,0.000045483175,0.0000574926,0.000003331203,0.056326285],"genre_scores_gemma":[0.99875474,0.00021348377,0.00012431965,0.00006924573,0.0000025158877,0.00001339727,0.0000141729715,0.0000021756339,0.0008060852],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9968424,0.0017370164,0.00011007426,0.00026675046,0.00033693353,0.00070695835],"domain_scores_gemma":[0.9918034,0.005621306,0.0011901644,0.0004578976,0.000544081,0.00038315702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005501585,0.00027194346,0.00044069593,0.0015064405,0.0061964127,0.005447559,0.0011598361,0.0012306994,0.0037399887],"category_scores_gemma":[0.00784038,0.00032386137,0.00018952883,0.0032779332,0.012030253,0.006110988,0.0032039192,0.0014485153,0.00012366739],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007776003,0.0001279181,0.06200168,0.00038217055,0.000030958043,0.010193221,0.6949895,0.0012522324,0.00072068186,0.20363554,0.0014532342,0.025135173],"study_design_scores_gemma":[0.00002797356,0.000051608953,0.031993493,0.00049504923,0.00001760084,0.000871211,0.9026474,0.0014096629,0.00040105355,0.028797107,0.033265833,0.000021975951],"about_ca_topic_score_codex":0.10925338,"about_ca_topic_score_gemma":0.12146316,"teacher_disagreement_score":0.10925338,"about_ca_system_score_codex":0.01024426,"about_ca_system_score_gemma":0.0036653224,"threshold_uncertainty_score":0.21723491},"labels":[],"label_agreement":null},{"id":"W4242996919","doi":"10.18352/bmgn-lchr.405","title":"Keeping the ‘Great’ in the Great Barrier Reef: large-scale governance of the Great Barrier Reef Marine Park","year":2014,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Ecological systems theory; Great barrier reef; Marine spatial planning; Commons; Corporate governance; Geography; Zoning; Environmental resource management; Scale (ratio); Ecology; Coral reef; Fishery; Environmental planning; Business; Political science; Environmental science; Biology","score_opus":0.009802920596948431,"score_gpt":0.2257856047397042,"score_spread":0.21598268414275576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242996919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9089493,0.043201547,0.019670598,0.004093362,0.00014097897,0.0004916592,0.019847075,0.00022891504,0.0033765584],"genre_scores_gemma":[0.9790157,0.0023296808,0.01406157,0.00030650993,0.000018777853,0.00030076643,0.0037734874,0.00005602253,0.00013752085],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99422354,0.0037586582,0.0005138532,0.0009275823,0.00037032223,0.00020590042],"domain_scores_gemma":[0.9801676,0.013051282,0.002704024,0.002582263,0.0009467138,0.0005480659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009046279,0.00038276945,0.00084616087,0.006695721,0.00067396276,0.0025081115,0.0011026185,0.00051531306,0.0013489511],"category_scores_gemma":[0.027294245,0.0003614224,0.002265739,0.007640987,0.0012257945,0.0014554468,0.0038478714,0.0008973975,0.00007003761],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000327576,0.00011681519,0.7486776,0.024514953,0.06226349,0.00094660884,0.011854089,0.017422657,0.0026076506,0.013904231,0.010092555,0.10727177],"study_design_scores_gemma":[0.00016133716,0.00023583921,0.8917877,0.0056586624,0.022476144,0.00038633848,0.008820766,0.011980314,0.000933483,0.013344088,0.044015504,0.00019987584],"about_ca_topic_score_codex":0.06560695,"about_ca_topic_score_gemma":0.1036943,"teacher_disagreement_score":0.06560695,"about_ca_system_score_codex":0.001762035,"about_ca_system_score_gemma":0.0022545755,"threshold_uncertainty_score":0.13045013},"labels":[],"label_agreement":null},{"id":"W4244232996","doi":"10.18352/bmgn-lchr.133","title":"Community-based enterprises: The significance of partnerships and institutional linkages","year":2009,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Variety (cybernetics); Entrepreneurship; Business; Public relations; Institution; Diversity (politics); Poverty; Commons; Marketing; Economic growth; Political science; Economics; Finance","score_opus":0.05161817552629055,"score_gpt":0.2707095369591797,"score_spread":0.21909136143288915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244232996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8243539,0.0029320584,0.011007411,0.008252418,0.000073730145,0.000146619,0.000074294956,0.00004432891,0.1531153],"genre_scores_gemma":[0.9978922,0.00032538825,0.0005646382,0.00006116518,0.000008214696,0.000019276107,0.0000072498583,0.0000037143673,0.0011181864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99299765,0.004257265,0.00016540877,0.00052335946,0.00083856785,0.001217715],"domain_scores_gemma":[0.97726667,0.012519603,0.0036913021,0.0013256423,0.001292936,0.0039038372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056585185,0.00017218333,0.0002503266,0.002435721,0.0056944373,0.007988233,0.00090538355,0.0011063446,0.006076955],"category_scores_gemma":[0.01826539,0.0002516835,0.00016908976,0.0029703535,0.011857667,0.007968468,0.011038966,0.0011452008,0.00027389498],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014949699,0.00024682336,0.15561968,0.00031000804,0.00007533975,0.0021628381,0.12028025,0.0014744091,0.00067472993,0.5684276,0.0030769678,0.14750181],"study_design_scores_gemma":[0.00006552258,0.00028606207,0.11947611,0.000683636,0.00006172877,0.0025326964,0.3765288,0.0037386268,0.0006446416,0.36270788,0.13318087,0.000093496645],"about_ca_topic_score_codex":0.0038260953,"about_ca_topic_score_gemma":0.0069890837,"teacher_disagreement_score":0.007988233,"about_ca_system_score_codex":0.002584191,"about_ca_system_score_gemma":0.0040415386,"threshold_uncertainty_score":0.029925466},"labels":[],"label_agreement":null},{"id":"W4246874285","doi":"10.18352/bmgn-lchr.28","title":"Governance and the Commons in a Multi-Level World","year":2007,"lang":"pl","type":"article","venue":"International Journal of the Commons","topic":"International Development and Aid","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Commons; Equity (law); Global commons; Corporate governance; Natural resource; Natural resource management; Business; Political science; Public relations; Finance; Law","score_opus":0.05769253777131787,"score_gpt":0.34221806967858637,"score_spread":0.2845255319072685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246874285","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3234258,0.0052261585,0.022421941,0.060242508,0.00048262556,0.00014556987,0.00013968443,0.00015544659,0.5877602],"genre_scores_gemma":[0.9904163,0.00046426707,0.00079703727,0.0006363198,0.00006383895,0.000025115398,0.000013412058,0.000011883661,0.0075718868],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688333,0.0016290339,0.00010094116,0.00030813,0.00045918414,0.0006193343],"domain_scores_gemma":[0.9940392,0.0024446142,0.0008706334,0.0006938005,0.00036305134,0.0015887129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041254335,0.00014007122,0.0002405291,0.0016283334,0.0057371184,0.012168308,0.0005856892,0.001549672,0.0063480046],"category_scores_gemma":[0.0064161816,0.00017181892,0.00022965336,0.002106033,0.02099473,0.007470374,0.009096875,0.0015341969,0.00041035868],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006305876,0.000015642374,0.0021169705,0.000019640584,0.0000061583205,0.00009419994,0.004897223,0.0004964151,0.00010603473,0.9847735,0.0024781872,0.004989903],"study_design_scores_gemma":[0.000013103784,0.000027507198,0.0069517093,0.00014225522,0.000009105562,0.00012699733,0.011659822,0.0012685552,0.00015975525,0.833484,0.1461315,0.000025754145],"about_ca_topic_score_codex":0.0049087214,"about_ca_topic_score_gemma":0.006768741,"teacher_disagreement_score":0.012168308,"about_ca_system_score_codex":0.0046035857,"about_ca_system_score_gemma":0.0053192014,"threshold_uncertainty_score":0.03340149},"labels":[],"label_agreement":null},{"id":"W4247588513","doi":"10.18352/bmgn-lchr.500","title":"Drama of the commons in small-scale shrimp aquaculture in northwestern, Sri Lanka","year":2015,"lang":"pl","type":"article","venue":"International Journal of the Commons","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Canada Research Chairs","keywords":"Sri lanka; Drama; Shrimp; Fishery; Commons; Aquaculture; Scale (ratio); Geography; Fish <Actinopterygii>; Art; Ecology; Biology; Cartography; Environmental planning; Literature","score_opus":0.043352695120266835,"score_gpt":0.25266408333096957,"score_spread":0.20931138821070272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247588513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950411,0.000038951126,0.0000892707,0.00029395364,0.0000010098981,0.000004000984,0.0000066628368,0.0000017519609,0.0045232605],"genre_scores_gemma":[0.9996884,0.000023386447,0.000029496807,0.000013264718,6.028905e-7,0.000002356995,0.0000028290926,5.3334446e-7,0.00023913103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934393,0.00033818808,0.000016639377,0.000049681024,0.000054520337,0.00019698043],"domain_scores_gemma":[0.99904186,0.00042806362,0.00026803673,0.00004983296,0.00005801485,0.00015413428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007380265,0.00010068125,0.00012499784,0.0005382118,0.004264266,0.0022144355,0.00044241222,0.00052225246,0.0017744403],"category_scores_gemma":[0.0011525913,0.00014332928,0.00014785482,0.0006336712,0.00961955,0.0012185798,0.0034370325,0.0005037575,0.000059709215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045407418,0.00028832763,0.5333989,0.00020711616,0.00007529751,0.016160391,0.31979194,0.0073086657,0.007387614,0.08040141,0.0030963987,0.031429816],"study_design_scores_gemma":[0.000018704195,0.00017236249,0.40414876,0.00011050152,0.000038731905,0.0013010275,0.56804556,0.0021774524,0.0007631213,0.010476468,0.012687657,0.000059653008],"about_ca_topic_score_codex":0.05710774,"about_ca_topic_score_gemma":0.16393352,"teacher_disagreement_score":0.05710774,"about_ca_system_score_codex":0.004527153,"about_ca_system_score_gemma":0.0014448604,"threshold_uncertainty_score":0.11355066},"labels":[],"label_agreement":null},{"id":"W4255192102","doi":"10.18352/bmgn-lchr.584","title":"Bridging knowledge systems to enhance governance of environmental commons: A typology of settings","year":2015,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Waterloo","funders":"","keywords":"Typology; Knowledge management; Corporate governance; Function (biology); Bridging (networking); Traditional knowledge; Bridge (graph theory); Sociology of scientific knowledge; Commons; Sociology; Indigenous; Political science; Business; Computer science; Social science; Ecology","score_opus":0.014845532623954346,"score_gpt":0.24783387550977132,"score_spread":0.23298834288581696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255192102","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29653978,0.0068223537,0.16082448,0.027147919,0.0004154899,0.0013436568,0.00033472682,0.0002278078,0.5063437],"genre_scores_gemma":[0.959409,0.0010309502,0.034671716,0.0005446494,0.000027715318,0.0005376771,0.00006672557,0.000045278914,0.003666375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9828772,0.012070965,0.00085026975,0.0011545464,0.0015822959,0.0014647332],"domain_scores_gemma":[0.9910246,0.004396097,0.0009794632,0.0017393692,0.0008358863,0.0010245498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009517652,0.00064402405,0.0006311541,0.0061305943,0.010449981,0.015902152,0.0023291071,0.0030063388,0.004738925],"category_scores_gemma":[0.010730606,0.00050763605,0.00089349755,0.005569352,0.052037805,0.02013012,0.016029546,0.0027833234,0.00032864473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017126871,0.000036061025,0.0052571166,0.00017839836,0.000014409608,0.0006600306,0.09278482,0.0007050677,0.00034774616,0.8860128,0.0011796001,0.012806845],"study_design_scores_gemma":[0.000030244906,0.000060777693,0.004105258,0.0010198632,0.00003269992,0.0011372471,0.22590216,0.0016390897,0.00052060414,0.6452943,0.1201824,0.00007531127],"about_ca_topic_score_codex":0.005225517,"about_ca_topic_score_gemma":0.00793203,"teacher_disagreement_score":0.015902152,"about_ca_system_score_codex":0.0093527,"about_ca_system_score_gemma":0.0060681426,"threshold_uncertainty_score":0.067858875},"labels":[],"label_agreement":null},{"id":"W4255429713","doi":"10.18352/bmgn-lchr.62","title":"Developing Multi-Level Institutions from Top-Down Ancestors","year":2007,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Commons; The Internet; Political science; Natural resource; Global commons; Public relations; Library science; Knowledge management; Business; World Wide Web; Computer science; Law","score_opus":0.11380070567698426,"score_gpt":0.3058938119783132,"score_spread":0.19209310630132898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255429713","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15468913,0.00042645936,0.69332063,0.007936283,0.00022759612,0.0010251134,0.00020317084,0.0017348872,0.14043672],"genre_scores_gemma":[0.5871799,0.00036567604,0.3849977,0.00065881567,0.0000436511,0.0004174051,0.00042921279,0.00037373905,0.02553379],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9942127,0.002424474,0.00032832223,0.0010710699,0.00100153,0.0009620215],"domain_scores_gemma":[0.9845463,0.0029863867,0.0010097051,0.005265018,0.0031339715,0.003058662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011810644,0.000487334,0.00045491246,0.0011915421,0.0028248497,0.008341137,0.0020547337,0.0015058739,0.009916389],"category_scores_gemma":[0.01586234,0.0006607831,0.00078364933,0.0012824557,0.0046078945,0.011693185,0.012547726,0.003149991,0.0031183506],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000855921,0.0006979241,0.0247732,0.00045873542,0.0001144267,0.0006488849,0.018454619,0.013082997,0.0058770715,0.692527,0.008984051,0.23429547],"study_design_scores_gemma":[0.00012451355,0.0006410334,0.013747622,0.0008781848,0.0002337669,0.0006217548,0.02799854,0.082501546,0.013560555,0.5047161,0.35485202,0.00012431183],"about_ca_topic_score_codex":0.0032896835,"about_ca_topic_score_gemma":0.0057856636,"teacher_disagreement_score":0.011810644,"about_ca_system_score_codex":0.0048195794,"about_ca_system_score_gemma":0.011226508,"threshold_uncertainty_score":0.062461436},"labels":[],"label_agreement":null},{"id":"W4283026975","doi":"10.5334/ijc.1143","title":"Drivers of Biodiversity Conservation in Sacred Groves: A Comparative Study of Three Sacred Groves in Southwest Nigeria","year":2022,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Australian Government; Alexander von Humboldt-Stiftung","keywords":"Biodiversity; Cultural heritage; Tourism; Geography; Legislation; Biodiversity conservation; Government (linguistics); Agroforestry; Environmental resource management; Environmental ethics; Political science; Ecology; Law; Economics; Archaeology","score_opus":0.03182622387905074,"score_gpt":0.23890552112502297,"score_spread":0.20707929724597224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283026975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99958545,0.00006166282,0.00001276304,0.000032592532,7.888141e-7,0.0000042612032,0.000009914985,1.6496341e-7,0.0002923595],"genre_scores_gemma":[0.9995516,0.00018235197,0.00006426762,0.000022180531,5.961648e-7,0.000006168199,0.00001128312,4.1521244e-7,0.00016112269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998135,0.0000623612,0.000009981665,0.000026088006,0.00002027493,0.0000677896],"domain_scores_gemma":[0.99948907,0.00016314784,0.00016929879,0.000014880236,0.000039316452,0.00012426106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004631485,0.00017749076,0.0002922712,0.0007187137,0.0027227846,0.0011507209,0.0003371967,0.0005059041,0.0020249882],"category_scores_gemma":[0.0007525625,0.0002048666,0.00016455754,0.0011363882,0.0013916256,0.0010560468,0.0009867069,0.000539101,0.00007685313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001466186,0.00063719315,0.66448057,0.0003472927,0.000053747925,0.0058189128,0.3005353,0.00011947868,0.0026142378,0.0021314383,0.0003858423,0.02272938],"study_design_scores_gemma":[0.0000040922787,0.00013701459,0.512745,0.00015173582,0.000022444237,0.0007391252,0.4838273,0.000090486516,0.00013863853,0.0001802203,0.0019515986,0.000012256849],"about_ca_topic_score_codex":0.019595526,"about_ca_topic_score_gemma":0.10612703,"teacher_disagreement_score":0.019595526,"about_ca_system_score_codex":0.0012091157,"about_ca_system_score_gemma":0.00093897403,"threshold_uncertainty_score":0.03896296},"labels":[],"label_agreement":null},{"id":"W4386465905","doi":"10.5334/ijc.1271","title":"Outer Space as a Global Commons: An Empirical Study of Space Arrangements","year":2023,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Commons; Global commons; Space (punctuation); Sustainability; Law and economics; Perspective (graphical); Investment (military); Empirical research; Political science; Economics; Sociology; Law; Epistemology; Computer science; Politics; Ecology; Artificial intelligence","score_opus":0.04468144429917613,"score_gpt":0.3753661717444223,"score_spread":0.33068472744524613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386465905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96742356,0.00017155586,0.003927816,0.00041098753,0.0000087211865,0.00007323661,0.00010802416,0.000007638509,0.027868392],"genre_scores_gemma":[0.99824715,0.000092626826,0.00073329604,0.000027086957,0.0000042904776,0.000036711266,0.00006418693,0.000009025099,0.0007855891],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939569,0.003599011,0.00029028993,0.0005119811,0.0010541802,0.0005875824],"domain_scores_gemma":[0.97208655,0.018117726,0.0055055586,0.0018157267,0.0013118775,0.0011625754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005754471,0.00019808408,0.0003716121,0.0022096196,0.0032062896,0.0051493878,0.0011387462,0.00096500857,0.008995795],"category_scores_gemma":[0.02439877,0.00023161706,0.0003542411,0.005334824,0.010607372,0.008876693,0.005681073,0.0016149407,0.0007778899],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031588343,0.0007595466,0.42499167,0.00046965468,0.00008643237,0.0006373205,0.17190282,0.0037797482,0.0013852998,0.33537555,0.0029693851,0.05732678],"study_design_scores_gemma":[0.000029087516,0.00031512935,0.3518433,0.0004603604,0.00004992037,0.0004687772,0.52409244,0.006708718,0.00092519005,0.06607843,0.04896511,0.00006359123],"about_ca_topic_score_codex":0.0045201015,"about_ca_topic_score_gemma":0.007407322,"teacher_disagreement_score":0.008995795,"about_ca_system_score_codex":0.002480963,"about_ca_system_score_gemma":0.0013990232,"threshold_uncertainty_score":0.03043294},"labels":[],"label_agreement":null},{"id":"W4387414497","doi":"10.5334/ijc.1251","title":"Analysis of the Institutional Framework for the Management of Community Areas Through the Prism of Institutional Bricolage: The Case of Benin’s Bouche du Roy","year":2023,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Stakeholder; Population; Natural resource management; Community-based conservation; Corporate governance; Autonomy; Natural resource; Sociology; Business; Public relations; Environmental resource management; Political science; Economics; Law","score_opus":0.036906825416593354,"score_gpt":0.27931096806817773,"score_spread":0.2424041426515844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387414497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7586172,0.0011966388,0.021518787,0.011260916,0.00005816053,0.000332216,0.00005197402,0.000058503036,0.20690565],"genre_scores_gemma":[0.99496055,0.00013199246,0.0021544066,0.00011758937,0.0000048803436,0.000049609556,0.000009865723,0.000011349596,0.0025597622],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9952538,0.0034107335,0.00005128533,0.00022044792,0.00031889268,0.0007448104],"domain_scores_gemma":[0.995464,0.0026115077,0.0004800671,0.0003305683,0.00047867667,0.0006352194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046052528,0.00024483385,0.00024172528,0.0016957943,0.011795432,0.006182208,0.0018150994,0.00169468,0.0048515527],"category_scores_gemma":[0.0055437754,0.00030575445,0.00023732826,0.0016416126,0.022442617,0.0035154,0.0058216513,0.0020949086,0.00019944654],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049700884,0.0001036391,0.0140014,0.00015698395,0.00001702796,0.00795661,0.26915455,0.0036823794,0.0012216534,0.67430645,0.0026756537,0.02667402],"study_design_scores_gemma":[0.000028720406,0.000087988505,0.03402574,0.00064077595,0.000029029674,0.0022179487,0.64141893,0.00864455,0.00079845317,0.09492023,0.21709825,0.00008933978],"about_ca_topic_score_codex":0.089876086,"about_ca_topic_score_gemma":0.19174887,"teacher_disagreement_score":0.089876086,"about_ca_system_score_codex":0.01789244,"about_ca_system_score_gemma":0.0105125075,"threshold_uncertainty_score":0.17870587},"labels":[],"label_agreement":null},{"id":"W4390696594","doi":"10.5334/ijc.1226","title":"The Problem of Institutional Fit: Uncovering Patterns with Boosted Decision Trees","year":2024,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Rulemaking; Context (archaeology); Divergence (linguistics); Portfolio; Decision tree; Environmental resource management; Public relations; Business; Political science; Management science; Computer science; Economics; Artificial intelligence; Geography","score_opus":0.012365372754471814,"score_gpt":0.22618432731556473,"score_spread":0.21381895456109293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390696594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55444986,0.0017524727,0.43531665,0.0031112966,0.00014605938,0.000236844,0.0014655548,0.000961474,0.0025598453],"genre_scores_gemma":[0.9292311,0.00020152271,0.06854909,0.0001868003,0.000081154925,0.00019567003,0.0010940786,0.00007764852,0.0003828805],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98995066,0.0073895776,0.0003626784,0.0012134635,0.00053067197,0.00055301434],"domain_scores_gemma":[0.90330815,0.08528092,0.0038891442,0.004131321,0.002055147,0.0013353624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018681396,0.0010979144,0.0024039152,0.0047350517,0.0016925522,0.0030550112,0.0026010901,0.0019144214,0.0023019537],"category_scores_gemma":[0.07619962,0.00060885126,0.0021464291,0.0050508697,0.0022065425,0.0033924908,0.0027651833,0.0044123814,0.00049197103],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009867058,0.0009250486,0.36605316,0.000690464,0.0011603339,0.0010223109,0.003308882,0.3675593,0.0010562673,0.05504448,0.010913118,0.19127981],"study_design_scores_gemma":[0.000050764997,0.000060338993,0.0074059744,0.00006514446,0.00007161095,0.000089215304,0.00042411697,0.87640065,0.00019244301,0.11407971,0.0011348659,0.000025256319],"about_ca_topic_score_codex":0.0065664514,"about_ca_topic_score_gemma":0.008251934,"teacher_disagreement_score":0.018681396,"about_ca_system_score_codex":0.0012815173,"about_ca_system_score_gemma":0.0015844677,"threshold_uncertainty_score":0.0987978},"labels":[],"label_agreement":null},{"id":"W4409409753","doi":"10.5334/ijc.1421","title":"Unshaping Model Forests in the Global South: Trans-local Politics and Community Forestry Knowledge Circulation in Ecuador and Cameroon","year":2025,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universidad San Francisco de Quito; Institut de Recherche pour le Développement","keywords":"Circulation (fluid dynamics); Forestry; Politics; Community forestry; Geography; Political science; Forest management; Physics","score_opus":0.02566747826569549,"score_gpt":0.2673637550355145,"score_spread":0.24169627676981903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409409753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865392,0.0011707895,0.00013810009,0.0023115352,0.000016233687,0.00001875706,0.00001434874,0.0000018669247,0.009789206],"genre_scores_gemma":[0.99906904,0.00024957611,0.000057959965,0.000098149954,0.0000023309776,0.0000069102935,0.0000051420175,8.8760765e-7,0.00051000057],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99920255,0.00039085335,0.00001780648,0.00006787804,0.00003945443,0.00028157939],"domain_scores_gemma":[0.99841774,0.0009254866,0.00024741798,0.0000562172,0.00009585165,0.00025734195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002545841,0.00023509389,0.00017096584,0.0012084784,0.004670553,0.0040158606,0.000394278,0.00048482386,0.0038688653],"category_scores_gemma":[0.0022711852,0.0001541917,0.00008053987,0.0016739172,0.0048516835,0.0037243017,0.0033903408,0.0009505199,0.000070146154],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017920382,0.0001432786,0.10611344,0.0002815771,0.00002209596,0.0067524477,0.7657897,0.00025600477,0.0019837068,0.045674518,0.002164405,0.070639655],"study_design_scores_gemma":[0.000011966408,0.000032054326,0.07043168,0.00040668136,0.00001844408,0.0004066992,0.9009084,0.0003017626,0.00031693603,0.0024181677,0.02472896,0.00001829812],"about_ca_topic_score_codex":0.039352965,"about_ca_topic_score_gemma":0.07469683,"teacher_disagreement_score":0.039352965,"about_ca_system_score_codex":0.0038722663,"about_ca_system_score_gemma":0.0031987135,"threshold_uncertainty_score":0.078247786},"labels":[],"label_agreement":null}]}