{"meta":{"query_hash":"1fbfc95e7ebf","filters":{"venue":"International Journal of Innovation and Sustainable Development"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"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/1fbfc95e7ebf","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Innovation+and+Sustainable+Development"},"results":[{"id":"W1968318198","doi":"10.1504/ijisd.2008.022228","title":"Enacting ecological and collaborative rationality through multiparty collaboration &amp;ndash; a case of innovation in governance","year":2008,"lang":"en","type":"article","venue":"International Journal of Innovation and Sustainable Development","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"","keywords":"Legitimacy; General partnership; Context (archaeology); Corporate governance; Sociology; Rationality; Public relations; Economics; Political science; Management; Politics; Law","score_opus":0.022850177119795853,"score_gpt":0.27560285964404213,"score_spread":0.25275268252424626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968318198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99076414,0.00013218845,0.0041949614,0.002551829,0.0001858682,0.00022770202,0.0000026801683,0.000009198566,0.0019314442],"genre_scores_gemma":[0.9913782,0.00012076016,0.0070212954,0.0008993543,0.00016262352,0.000010148179,0.000047111113,0.000007188487,0.00035334457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9980822,0.000021274402,0.0011997552,0.00015078588,0.0004022223,0.00014373056],"domain_scores_gemma":[0.99044985,0.00007795742,0.0013286736,0.00004122301,0.00809614,0.0000061608384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011415771,0.00012806793,0.000209803,0.0005547426,0.00024409093,0.000110951165,0.00009701655,0.000051688716,0.00005937697],"category_scores_gemma":[0.0020717205,0.000116710566,0.000010089677,0.0026916119,0.00008442788,0.0016739196,0.00016102663,0.00010933394,0.0000013875455],"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":[0.00027361838,0.00029488685,0.17741854,0.00015346914,0.00014805769,0.00052142673,0.0035884143,0.00032021827,0.00028471538,0.8099564,0.004453768,0.0025864835],"study_design_scores_gemma":[0.0042164866,0.000056166267,0.6261364,0.00016110035,0.000023571829,0.00032503717,0.023477644,0.0006104122,0.0010503592,0.02314356,0.32030922,0.00049003615],"about_ca_topic_score_codex":0.000094837895,"about_ca_topic_score_gemma":0.00016964336,"teacher_disagreement_score":0.78681284,"about_ca_system_score_codex":0.00016921625,"about_ca_system_score_gemma":0.00025116256,"threshold_uncertainty_score":0.47593188},"labels":[],"label_agreement":null},{"id":"W1973806513","doi":"10.1504/ijisd.2014.062853","title":"US and UK social enterprise legislation: insights for China's social entrepreneurship movement","year":2014,"lang":"en","type":"article","venue":"International Journal of Innovation and Sustainable Development","topic":"Corporate Law and Human Rights","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Social entrepreneurship; China; Entrepreneurship; Legislation; Corporation; Politics; Social enterprise; Government (linguistics); Context (archaeology); Business; Economic system; Economic growth; Economics; Public relations; Political science; Finance; Law","score_opus":0.01287555951829387,"score_gpt":0.23109921343097692,"score_spread":0.21822365391268306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973806513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832495,0.00002168247,0.010787976,0.0032772513,0.0004525629,0.00016516387,6.362395e-7,0.000013006955,0.002032242],"genre_scores_gemma":[0.9950384,0.0000032681007,0.000436758,0.0018554037,0.0015623639,0.000010333133,0.00003797178,0.000010013582,0.0010454804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987582,0.000009865893,0.0005788459,0.0001385929,0.00034754453,0.00016694432],"domain_scores_gemma":[0.99736524,0.000020266845,0.00062791386,0.00003093239,0.0019449703,0.00001070024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005778918,0.00012682544,0.00016166428,0.00054908084,0.00039833842,0.0004557828,0.00014268159,0.00004722959,0.00005557111],"category_scores_gemma":[0.000054821394,0.000110624096,0.000030946165,0.00020045215,0.000040283434,0.0006518097,0.00011005517,0.00008537089,0.0000017213468],"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":[0.00020723682,0.00007262325,0.007283932,0.00007072261,0.000097851465,0.000019631634,0.0013763041,0.000010752127,0.00014621924,0.9659723,0.0028408908,0.021901516],"study_design_scores_gemma":[0.0026933395,0.000033790795,0.20987764,0.000042777476,0.000027942902,0.000009502381,0.0008936078,0.000604731,0.00022564884,0.27006665,0.5152536,0.0002707777],"about_ca_topic_score_codex":0.000016374883,"about_ca_topic_score_gemma":0.000014274666,"teacher_disagreement_score":0.6959057,"about_ca_system_score_codex":0.00009687984,"about_ca_system_score_gemma":0.00007685401,"threshold_uncertainty_score":0.45111197},"labels":[],"label_agreement":null},{"id":"W2090886853","doi":"10.1504/ijisd.2015.068771","title":"Beekeeping innovation for sustaining rural livelihoods. A success story","year":2015,"lang":"en","type":"article","venue":"International Journal of Innovation and Sustainable Development","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":15,"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":"Beekeeping; Livelihood; Business; Economic growth; Harmony (color); Marketing; Agriculture; Economics; Geography","score_opus":0.04353259057745963,"score_gpt":0.3088210008415447,"score_spread":0.26528841026408506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090886853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933064,0.00011426571,0.0024750438,0.0032868756,0.0002724833,0.000164656,0.0000023311977,0.0000105721665,0.00036736252],"genre_scores_gemma":[0.9964999,0.000011947224,0.0020731543,0.00041303667,0.00038643906,0.000012756304,0.00007066284,0.0000014543334,0.0005306296],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855995,0.000044208748,0.0005682135,0.00008991385,0.0004935472,0.0002441756],"domain_scores_gemma":[0.9898336,0.00014883261,0.00037146095,0.000016100872,0.00957694,0.000053048334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027694695,0.00008578747,0.00012772036,0.00029481927,0.00018425948,0.00017153451,0.00021717214,0.0000558248,0.00003120687],"category_scores_gemma":[0.0013026492,0.000046126446,0.000019563064,0.00087356387,0.000029197914,0.0004182832,0.00008499871,0.00015251066,0.0000010386747],"study_design_candidate":"design_other","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":[0.00087709894,0.00015396978,0.016337994,0.00006266859,0.0001750088,0.000105637046,0.0031862843,0.000080893136,0.01275811,0.15105203,0.0040873312,0.81112295],"study_design_scores_gemma":[0.0043264283,0.0013564838,0.24839215,0.00033241248,0.000021598093,0.00030120334,0.08476926,0.00069342944,0.015285171,0.03400943,0.60972023,0.000792224],"about_ca_topic_score_codex":0.000035191457,"about_ca_topic_score_gemma":0.000008443463,"teacher_disagreement_score":0.81033075,"about_ca_system_score_codex":0.0002826075,"about_ca_system_score_gemma":0.0004152971,"threshold_uncertainty_score":0.18809819},"labels":[],"label_agreement":null},{"id":"W2591586932","doi":"10.1504/ijisd.2017.10003607","title":"A comparative review of the role of markets and institutions in sustaining innovation in cleantech: a critical mass approach","year":2017,"lang":"en","type":"review","venue":"International Journal of Innovation and Sustainable Development","topic":"Climate Change Policy and Economics","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Government (linguistics); Critical mass (sociodynamics); Civil society; Jurisdiction; Corporate governance; Business; Sustainability; Emerging markets; Private sector; Economic growth; Economics; Political science; Finance; Law","score_opus":0.23114880981811087,"score_gpt":0.3943521320664045,"score_spread":0.16320332224829365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591586932","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003281141,0.98831713,0.00047200138,0.0004668708,0.00017524374,0.00044651245,0.000046247325,0.0000015187793,0.006793325],"genre_scores_gemma":[0.04276429,0.9557293,0.0012161965,0.00010915401,0.000033799734,0.000028743634,0.00003513706,0.0000090396,0.00007433865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967802,0.000040559535,0.0027778791,0.00015691474,0.000081949394,0.00016246129],"domain_scores_gemma":[0.9961605,0.00009735186,0.0027449368,0.00011296745,0.00086744333,0.000016776823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029182683,0.00015014406,0.0010345768,0.0018058058,0.00006042584,0.000050691193,0.00032758276,0.00010925766,0.000014074408],"category_scores_gemma":[0.0016955585,0.00013368079,0.000055897923,0.000805672,0.000131862,0.0003034722,0.00017714979,0.0002989998,4.1774302e-7],"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":[0.00002820531,0.00012063752,0.002338869,0.016033467,0.00012847161,0.000009382401,0.0014028316,0.000003962295,3.6721002e-7,0.9040811,0.000047937105,0.07580477],"study_design_scores_gemma":[0.00060471694,0.0000244307,0.0028920695,0.028852167,0.000019969846,0.00007588103,0.0034292475,0.000112143796,0.000008319801,0.019098846,0.94464225,0.00023993678],"about_ca_topic_score_codex":0.000036065776,"about_ca_topic_score_gemma":0.000005684547,"teacher_disagreement_score":0.9445943,"about_ca_system_score_codex":0.00044113843,"about_ca_system_score_gemma":0.00060689816,"threshold_uncertainty_score":0.5451345},"labels":[],"label_agreement":null},{"id":"W2594776125","doi":"10.1504/ijisd.2017.10003605","title":"Challenges and strategies for start-up social movement organisations: the case of a new Canadian climate change advocacy group","year":2017,"lang":"en","type":"article","venue":"International Journal of Innovation and Sustainable Development","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","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":"Toronto Metropolitan University","funders":"","keywords":"Legitimacy; Social movement; Social movement theory; Climate change; Public relations; Censorship; Political science; Field (mathematics); Political economy; Sociology; Politics; Law; Ecology","score_opus":0.11778448360512954,"score_gpt":0.31578833534324363,"score_spread":0.19800385173811408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594776125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97348243,0.0011860467,0.001072888,0.020502236,0.00041248943,0.000320692,0.000021211154,0.0000038072126,0.0029981902],"genre_scores_gemma":[0.9976743,0.00075079815,0.00080222654,0.00038814257,0.00012993246,0.000011518169,0.000009021805,0.0000068820978,0.0002271826],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991162,0.000009969673,0.0005729167,0.000076294615,0.000054402102,0.00017022206],"domain_scores_gemma":[0.99840486,0.000032742588,0.0007591871,0.00006944073,0.0006877913,0.000045971465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001297459,0.000080505,0.00016385978,0.00038094708,0.00066683226,0.00028692535,0.00021476521,0.0000422845,0.000022634864],"category_scores_gemma":[0.0002268131,0.00007436449,0.000021532564,0.00006975083,0.000051380925,0.0005952323,0.0000940051,0.0000831392,4.5794647e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031741758,0.000021803808,0.0023708185,0.000034528468,0.00011649177,0.000029501287,0.04188258,3.995427e-7,0.0000024010542,0.87391526,0.00036522173,0.08122928],"study_design_scores_gemma":[0.0021990512,0.00011192321,0.43894652,0.00006464934,0.00001059741,0.00007948874,0.17288154,0.00006337855,0.00003384501,0.28978375,0.09557152,0.00025373424],"about_ca_topic_score_codex":0.009290927,"about_ca_topic_score_gemma":0.011219841,"teacher_disagreement_score":0.5841315,"about_ca_system_score_codex":0.00023579811,"about_ca_system_score_gemma":0.00050223863,"threshold_uncertainty_score":0.9973063},"labels":[],"label_agreement":null},{"id":"W2780064828","doi":"10.1504/ijisd.2018.10009935","title":"Production vs. consumption management for sustainable agricultural resources","year":2017,"lang":"en","type":"article","venue":"International Journal of Innovation and Sustainable Development","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"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":"Consumption (sociology); Business; Agriculture; Production (economics); Agricultural productivity; Natural resource economics; Sustainability; Sustainable production; Agricultural economics; Environmental economics; Economics; Geography; Microeconomics","score_opus":0.01813561950405642,"score_gpt":0.2579617452484972,"score_spread":0.23982612574444076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780064828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99051154,0.000054565982,0.00011242232,0.007318592,0.00034256047,0.00046516457,0.000001195562,0.000016421816,0.0011775478],"genre_scores_gemma":[0.977301,0.000068922025,0.0015555415,0.000138797,0.00027664765,0.000039065384,0.000040155297,0.0000014550275,0.020578427],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99836636,0.000028166593,0.0006580145,0.00020371913,0.00042041534,0.00032333066],"domain_scores_gemma":[0.9945836,0.00004126271,0.00072924705,0.000056230176,0.0045373514,0.000052319447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015606177,0.00014211237,0.00017241617,0.00012926561,0.0009697375,0.00061441294,0.00043852394,0.0000624859,0.000043831198],"category_scores_gemma":[0.0005727352,0.000066172,0.000043806544,0.00016983855,0.00007422655,0.0009802559,0.00021667354,0.00009623658,0.0000015755219],"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":[0.0025600966,0.0006565803,0.17150588,0.0008180331,0.0008902057,0.00048328744,0.0032215028,0.00004916448,0.008050044,0.29338968,0.046445318,0.4719302],"study_design_scores_gemma":[0.00049805,0.00008217157,0.704332,0.00004463472,0.0000096934555,0.000033739652,0.00990902,0.0000043551745,0.002020009,0.0033493377,0.2795576,0.00015941681],"about_ca_topic_score_codex":0.00001921052,"about_ca_topic_score_gemma":0.000009495255,"teacher_disagreement_score":0.5328261,"about_ca_system_score_codex":0.00030769806,"about_ca_system_score_gemma":0.000054441156,"threshold_uncertainty_score":0.7458535},"labels":[],"label_agreement":null},{"id":"W2995801381","doi":"10.1504/ijisd.2020.10025839","title":"The emergence and devolution of sustainable organisations","year":2019,"lang":"en","type":"article","venue":"International Journal of Innovation and Sustainable Development","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","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":"University of Saskatchewan","funders":"","keywords":"Devolution (biology); Sustainability; Work (physics); Business; Sustainable development; Process management; Environmental resource management; Political science; Sociology; Economics; Engineering","score_opus":0.0062628923738907985,"score_gpt":0.21595572686203904,"score_spread":0.20969283448814824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995801381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936643,0.00013797748,0.0016709686,0.003010866,0.00025811614,0.00023046379,2.2156199e-7,0.000006916966,0.001020147],"genre_scores_gemma":[0.99686784,0.00004010046,0.0004923846,0.00029282222,0.00009979049,0.0000057156153,0.000006608864,0.000008498142,0.0021862437],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99858886,0.000010267646,0.0006665821,0.00010626248,0.00042591066,0.00020209684],"domain_scores_gemma":[0.99590456,0.00005212445,0.0006350258,0.00007861941,0.0033210444,0.000008632569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012882364,0.00009754209,0.00012027481,0.00044439666,0.00022520371,0.00018246331,0.00022206818,0.0000367854,0.00009266546],"category_scores_gemma":[0.0005571506,0.00007587871,0.000016072947,0.00065769587,0.0000963869,0.0011796833,0.00029146465,0.00009629942,0.0000043071022],"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":[0.00011029891,0.00008095827,0.19067308,0.00021477984,0.00008026774,0.000024016374,0.0005146639,0.00015138023,0.0006126195,0.8001223,0.0010337172,0.0063819257],"study_design_scores_gemma":[0.00088906003,0.000025130752,0.57958424,0.00004657322,0.000015779187,0.000029750718,0.044560075,0.00024206603,0.0006119899,0.020136865,0.353673,0.0001854535],"about_ca_topic_score_codex":0.00009399326,"about_ca_topic_score_gemma":0.0000042397855,"teacher_disagreement_score":0.7799854,"about_ca_system_score_codex":0.00022255743,"about_ca_system_score_gemma":0.00019024714,"threshold_uncertainty_score":0.3094244},"labels":[],"label_agreement":null},{"id":"W2996070845","doi":"10.1504/ijisd.2020.10025840","title":"Water quality protection of the Canada-US Great Lakes: examining the emerging state/nonstate governance approach","year":2019,"lang":"en","type":"article","venue":"International Journal of Innovation and Sustainable Development","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Corporate governance; Civil society; Jurisdiction; State (computer science); Adversarial system; Environmental governance; Norm (philosophy); Political science; Private sector; Collaborative governance; Public administration; Business; Law; Politics; Finance","score_opus":0.01467399911879439,"score_gpt":0.25353783476238706,"score_spread":0.23886383564359268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996070845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99251777,0.000026966258,0.0007491953,0.0028880856,0.0005591735,0.00020458538,0.0000033714816,0.000002866344,0.0030479643],"genre_scores_gemma":[0.9942081,0.000019765512,0.00018600881,0.00035577404,0.00006336896,0.000003438266,0.000002430592,0.0000044050275,0.0051567373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998157,0.00010570156,0.00057463447,0.000090112044,0.00087535026,0.00019715253],"domain_scores_gemma":[0.9975463,0.000023633804,0.0006341774,0.000069973554,0.0017064391,0.00001943685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016949886,0.00007830228,0.00011482394,0.00006165559,0.0002588237,0.00008188644,0.0003333879,0.000029958008,0.000052244584],"category_scores_gemma":[0.00019429729,0.000041559048,0.000018386803,0.00030405528,0.000074113006,0.0003628649,0.000084649524,0.00017568147,3.703514e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063011714,0.0001676611,0.46407002,0.0003879602,0.0009160569,0.000054863143,0.20232342,0.008314563,0.007507409,0.20618042,0.0076210727,0.10182643],"study_design_scores_gemma":[0.00082507136,0.000031535204,0.47759965,0.00012102578,0.00000658926,0.000018582014,0.051528666,0.00006348591,0.013144574,0.0020795637,0.45438737,0.00019389241],"about_ca_topic_score_codex":0.034244526,"about_ca_topic_score_gemma":0.012407602,"teacher_disagreement_score":0.4467663,"about_ca_system_score_codex":0.00052839884,"about_ca_system_score_gemma":0.0013017314,"threshold_uncertainty_score":0.9721865},"labels":[],"label_agreement":null},{"id":"W4233249219","doi":"10.1504/ijisd.2017.086870","title":"Carbon capture: the rise of the influence of Australia and Canada on climate negotiations","year":2017,"lang":"en","type":"article","venue":"International Journal of Innovation and Sustainable Development","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","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 Toronto; Toronto Metropolitan University","funders":"","keywords":"Alliance; Negotiation; Climate change; Recession; Business; Climate change mitigation; Presidency; Politics; International trade; Economics; Economic policy; Political science","score_opus":0.03923936652534338,"score_gpt":0.26214884306576486,"score_spread":0.22290947654042148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233249219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993936,0.000053502117,0.000011364915,0.0049146814,0.00023598918,0.00006222442,0.000024085022,5.21354e-7,0.0007616308],"genre_scores_gemma":[0.9993683,0.00008807826,0.00006190683,0.00020043255,0.000029478753,0.0000020248704,0.0000013139492,0.000003167937,0.00024526464],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99911916,0.000006557699,0.00064439233,0.000063741456,0.00006411485,0.000102012746],"domain_scores_gemma":[0.99803466,0.000032015807,0.0013447419,0.00010924207,0.00046289343,0.000016446475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006172385,0.000058186044,0.00013043123,0.00013882428,0.00015935709,0.000056662833,0.00027419615,0.000026375023,0.000010262276],"category_scores_gemma":[0.0003876763,0.000043211498,0.000015145143,0.00006473481,0.00007595861,0.00013422132,0.00010719357,0.00008912428,2.1727863e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043837008,0.000028574292,0.42195228,0.000046477242,0.000099783865,0.0000045682696,0.0014056452,0.00056749943,0.00003783895,0.5752421,0.0003452361,0.00022614244],"study_design_scores_gemma":[0.00037761204,0.000014449751,0.9812385,0.00004564629,0.0000032917053,0.000010959747,0.001056091,0.00009967968,0.0006035552,0.0059675323,0.010518203,0.00006446939],"about_ca_topic_score_codex":0.053952396,"about_ca_topic_score_gemma":0.010791446,"teacher_disagreement_score":0.5692746,"about_ca_system_score_codex":0.00015475175,"about_ca_system_score_gemma":0.00016213316,"threshold_uncertainty_score":0.9523474},"labels":[],"label_agreement":null},{"id":"W4239112023","doi":"10.1504/ijisd.2018.091538","title":"Pollution haven hypothesis and India's intra-industry trade: an analysis","year":2018,"lang":"en","type":"article","venue":"International Journal of Innovation and Sustainable Development","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","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":"McGill University","funders":"","keywords":"Haven; Pollution; Economics; International economics; Liberalization; Free trade; Intra-industry trade; Pollution haven hypothesis; International trade; Trade barrier; Foreign direct investment; Business; Macroeconomics; Market economy","score_opus":0.03369734733005771,"score_gpt":0.23705481829791836,"score_spread":0.20335747096786064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239112023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922149,0.000115599236,0.0026888486,0.002681412,0.00022651075,0.00005367369,0.000011235855,0.000006390375,0.00200143],"genre_scores_gemma":[0.99508405,0.000058841826,0.0032811735,0.0010100838,0.00018105998,0.000002051785,0.0000113419055,0.000006772206,0.00036463482],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987083,0.000011155469,0.0008668126,0.00016473961,0.00006932123,0.00017968996],"domain_scores_gemma":[0.99889666,0.00001375799,0.0005925393,0.00006513288,0.00036288027,0.000069017704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009792019,0.00009883736,0.00022891558,0.0011977787,0.000113046175,0.00018088454,0.00016309253,0.00011825235,0.00013033068],"category_scores_gemma":[0.00014864706,0.00010799016,0.000029620827,0.00057135714,0.00006248148,0.0005817169,0.000043716063,0.00015033247,0.0000057340235],"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":[0.00013000074,0.00017648292,0.28633478,0.000018946877,0.0013590053,0.0000538768,0.0026487045,0.000089732355,0.00003977074,0.68871075,0.0010800469,0.019357907],"study_design_scores_gemma":[0.0007486646,0.00011271894,0.89457506,0.000011368862,0.000024170324,0.00006104197,0.0037010014,0.00055124937,0.00049152266,0.018167455,0.08134899,0.00020674641],"about_ca_topic_score_codex":0.00003457721,"about_ca_topic_score_gemma":0.000008682764,"teacher_disagreement_score":0.67054325,"about_ca_system_score_codex":0.00026163956,"about_ca_system_score_gemma":0.00009434345,"threshold_uncertainty_score":0.44037113},"labels":[],"label_agreement":null},{"id":"W4249369926","doi":"10.1504/ijisd.2020.104244","title":"The emergence and devolution of sustainable organisations","year":2019,"lang":"en","type":"article","venue":"International Journal of Innovation and Sustainable Development","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":1,"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","funders":"","keywords":"Devolution (biology); Sustainability; Work (physics); Business; Sustainable development; Environmental resource management; Political science; Sociology; Economics; Engineering","score_opus":0.006651354940062308,"score_gpt":0.21954035929091423,"score_spread":0.21288900435085192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249369926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835969,0.00026821054,0.00537729,0.0050174696,0.0004901072,0.00042318157,2.770696e-7,0.0000150716205,0.004811457],"genre_scores_gemma":[0.9923192,0.000054408196,0.0006973039,0.00046447056,0.000151039,0.000009295904,0.000008087072,0.000011774904,0.0062843966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826765,0.000013790219,0.00078237196,0.00012966579,0.0005318837,0.0002746601],"domain_scores_gemma":[0.99309564,0.00006606022,0.0007841508,0.000096101554,0.0059470893,0.00001098517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019364476,0.000119350756,0.00014524547,0.00088581786,0.00026839133,0.00029112448,0.00029530821,0.000037473208,0.00010699568],"category_scores_gemma":[0.00066625734,0.00009376357,0.000020838444,0.000982663,0.000069123686,0.0012098446,0.00037421615,0.00011192172,0.000005566306],"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":[0.00009089304,0.000045738645,0.029406063,0.00019511644,0.000119827106,0.000040193016,0.00049275917,0.00015278431,0.00017816882,0.959516,0.003547672,0.006214823],"study_design_scores_gemma":[0.0011427539,0.00003317933,0.08370742,0.000055946824,0.000022863964,0.000021786942,0.11459826,0.0006339175,0.00036651164,0.030757342,0.76844805,0.00021193824],"about_ca_topic_score_codex":0.00011543816,"about_ca_topic_score_gemma":0.000005750637,"teacher_disagreement_score":0.9287586,"about_ca_system_score_codex":0.0002074536,"about_ca_system_score_gemma":0.00028424442,"threshold_uncertainty_score":0.38235676},"labels":[],"label_agreement":null},{"id":"W4252129761","doi":"10.1504/ijisd.2017.083307","title":"A comparative review of the role of markets and institutions in sustaining innovation in cleantech: a critical mass approach","year":2017,"lang":"en","type":"review","venue":"International Journal of Innovation and Sustainable Development","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Government (linguistics); Civil society; Business; Critical mass (sociodynamics); Corporate governance; Jurisdiction; Sustainability; Emerging markets; Private sector; Economic growth; Economics; Political science; Finance","score_opus":0.23114880981811087,"score_gpt":0.3943521320664045,"score_spread":0.16320332224829365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252129761","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003281141,0.98831713,0.00047200138,0.0004668708,0.00017524374,0.00044651245,0.000046247325,0.0000015187793,0.006793325],"genre_scores_gemma":[0.04276429,0.9557293,0.0012161965,0.00010915401,0.000033799734,0.000028743634,0.00003513706,0.0000090396,0.00007433865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967802,0.000040559535,0.0027778791,0.00015691474,0.000081949394,0.00016246129],"domain_scores_gemma":[0.9961605,0.00009735186,0.0027449368,0.00011296745,0.00086744333,0.000016776823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029182683,0.00015014406,0.0010345768,0.0018058058,0.00006042584,0.000050691193,0.00032758276,0.00010925766,0.000014074408],"category_scores_gemma":[0.0016955585,0.00013368079,0.000055897923,0.000805672,0.000131862,0.0003034722,0.00017714979,0.0002989998,4.1774302e-7],"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":[0.00002820531,0.00012063752,0.002338869,0.016033467,0.00012847161,0.000009382401,0.0014028316,0.000003962295,3.6721002e-7,0.9040811,0.000047937105,0.07580477],"study_design_scores_gemma":[0.00060471694,0.0000244307,0.0028920695,0.028852167,0.000019969846,0.00007588103,0.0034292475,0.000112143796,0.000008319801,0.019098846,0.94464225,0.00023993678],"about_ca_topic_score_codex":0.000036065776,"about_ca_topic_score_gemma":0.000005684547,"teacher_disagreement_score":0.9445943,"about_ca_system_score_codex":0.00044113843,"about_ca_system_score_gemma":0.00060689816,"threshold_uncertainty_score":0.5451345},"labels":[],"label_agreement":null},{"id":"W4255681919","doi":"10.1504/ijisd.2020.104245","title":"Water quality protection of the Canada-US Great Lakes: examining the emerging state/nonstate governance approach","year":2019,"lang":"en","type":"article","venue":"International Journal of Innovation and Sustainable Development","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Corporate governance; Civil society; Jurisdiction; State (computer science); Political science; Adversarial system; Norm (philosophy); Environmental governance; Private sector; Public administration; Collaborative governance; Business; Economics; Law; Management; Politics","score_opus":0.01467399911879439,"score_gpt":0.25353783476238706,"score_spread":0.23886383564359268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255681919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99251777,0.000026966258,0.0007491953,0.0028880856,0.0005591735,0.00020458538,0.0000033714816,0.000002866344,0.0030479643],"genre_scores_gemma":[0.9942081,0.000019765512,0.00018600881,0.00035577404,0.00006336896,0.000003438266,0.000002430592,0.0000044050275,0.0051567373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998157,0.00010570156,0.00057463447,0.000090112044,0.00087535026,0.00019715253],"domain_scores_gemma":[0.9975463,0.000023633804,0.0006341774,0.000069973554,0.0017064391,0.00001943685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016949886,0.00007830228,0.00011482394,0.00006165559,0.0002588237,0.00008188644,0.0003333879,0.000029958008,0.000052244584],"category_scores_gemma":[0.00019429729,0.000041559048,0.000018386803,0.00030405528,0.000074113006,0.0003628649,0.000084649524,0.00017568147,3.703514e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063011714,0.0001676611,0.46407002,0.0003879602,0.0009160569,0.000054863143,0.20232342,0.008314563,0.007507409,0.20618042,0.0076210727,0.10182643],"study_design_scores_gemma":[0.00082507136,0.000031535204,0.47759965,0.00012102578,0.00000658926,0.000018582014,0.051528666,0.00006348591,0.013144574,0.0020795637,0.45438737,0.00019389241],"about_ca_topic_score_codex":0.034244526,"about_ca_topic_score_gemma":0.012407602,"teacher_disagreement_score":0.4467663,"about_ca_system_score_codex":0.00052839884,"about_ca_system_score_gemma":0.0013017314,"threshold_uncertainty_score":0.9721865},"labels":[],"label_agreement":null}]}