{"meta":{"query_hash":"8e89acae650d","filters":{"venue":"Management of Environmental Quality An International Journal"},"cohort_total":31,"direct_labels_cover":0,"predictions_cover":31,"exported":31,"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/8e89acae650d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Management+of+Environmental+Quality+An+International+Journal"},"results":[{"id":"W1133554170","doi":"10.1108/meq.2007.08318eae.005","title":"Handbook of Environmental Protection and Enforcement: Principles and Practice","year":2007,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"International Environmental Law and Policies","field":"Environmental Science","cited_by":30,"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":"Enforcement; Engineering ethics; Business; Political science; Environmental planning; Law and economics; Sociology; Engineering; Law; Environmental science","score_opus":0.03156859193742382,"score_gpt":0.30535143888553534,"score_spread":0.2737828469481115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1133554170","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012991764,0.114091255,0.032873522,0.024324104,0.0056503387,0.00089258904,0.0020361654,0.0023374518,0.8164954],"genre_scores_gemma":[0.014507678,0.14991368,0.078197114,0.013018126,0.0016566322,0.001372648,0.00336602,0.0010073447,0.73696077],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956403,0.00085427397,0.0004523397,0.00025111155,0.0026314268,0.00017051703],"domain_scores_gemma":[0.9968749,0.0014170413,0.0001949734,0.00026246672,0.0010557697,0.00019477213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022190886,0.00086474454,0.00080585893,0.0026934221,0.0017754431,0.0061895894,0.0023558394,0.0033543142,0.041601844],"category_scores_gemma":[0.0052430504,0.00085762324,0.00044445047,0.0039653555,0.0020993862,0.0042346246,0.0025372466,0.0032165514,0.034981064],"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":[0.000008704277,0.00009471839,0.00015327713,0.0007359807,0.000004109038,0.00007361685,0.0009791733,0.00050748244,0.00030095468,0.046919715,0.68869555,0.2615266],"study_design_scores_gemma":[0.0000017825018,0.000006517802,0.00013261814,0.00039186483,9.739679e-7,0.00007991221,0.00016472231,0.000053799467,0.000044603323,0.0038573048,0.995261,0.0000049269097],"about_ca_topic_score_codex":0.0057518906,"about_ca_topic_score_gemma":0.008705758,"teacher_disagreement_score":0.041601844,"about_ca_system_score_codex":0.0022909716,"about_ca_system_score_gemma":0.008824987,"threshold_uncertainty_score":0.13917202},"labels":[],"label_agreement":null},{"id":"W1484664231","doi":"10.1108/14777830310488702","title":"The cost of meeting the Kyoto Protocol","year":2003,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":13,"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":"Kyoto Protocol; Ukrainian; Negotiation; Emissions trading; Greenhouse gas; Climate policy; International economics; Action (physics); Climate change; Economics; Business; International trade; Political science","score_opus":0.13347053184537108,"score_gpt":0.3393389093466053,"score_spread":0.20586837750123424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484664231","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":[0.44369426,0.004744483,0.16017888,0.015998824,0.0012132742,0.0010038296,0.005689973,0.0017514973,0.36572492],"genre_scores_gemma":[0.95973086,0.0014446751,0.01592377,0.0006131624,0.00011203206,0.000315528,0.0014104524,0.00014615442,0.020303495],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839646,0.00072116964,0.00006693691,0.00013550841,0.00041087167,0.00026913287],"domain_scores_gemma":[0.9942253,0.0039018106,0.00051818223,0.00055439677,0.0005519743,0.00024838318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004115599,0.0009047661,0.00083374575,0.0013105391,0.001228838,0.0028354956,0.0013261763,0.0030508733,0.015949337],"category_scores_gemma":[0.0148736155,0.00062704313,0.0015752338,0.0014247728,0.000894259,0.0043955967,0.0015328097,0.0025496364,0.0018374247],"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":[0.0008467979,0.00023970446,0.005016339,0.0004187251,0.00035811763,0.0007114332,0.00024350606,0.53154373,0.0015674423,0.30169478,0.035106514,0.12225291],"study_design_scores_gemma":[0.000270791,0.0005313832,0.010519067,0.00025699814,0.00041096687,0.0007193627,0.0010191175,0.6718023,0.0018402816,0.25426677,0.058098216,0.00026477405],"about_ca_topic_score_codex":0.016717428,"about_ca_topic_score_gemma":0.008944221,"teacher_disagreement_score":0.016717428,"about_ca_system_score_codex":0.003700399,"about_ca_system_score_gemma":0.0033622172,"threshold_uncertainty_score":0.053355873},"labels":[],"label_agreement":null},{"id":"W1543115274","doi":"10.1108/meq-03-2014-0049","title":"An outlook of electric vehicle daily use in the framework of an energy management system","year":2015,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Electric Vehicles and Infrastructure","field":"Engineering","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":"Université de Sherbrooke","funders":"","keywords":"Tariff; Electric vehicle; Environmental economics; Electricity; Dynamic pricing; Energy management; Grid; Profit (economics); Computer science; Transport engineering; Business; Energy (signal processing); Engineering; Economics; Power (physics); Marketing; Microeconomics; Electrical engineering","score_opus":0.01507640721010837,"score_gpt":0.24796960422994577,"score_spread":0.2328931970198374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1543115274","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":[0.51088834,0.049069226,0.031327188,0.009204627,0.0013948978,0.00009152487,0.035418328,0.0011337919,0.36147207],"genre_scores_gemma":[0.9507948,0.012959244,0.0045893756,0.00023964533,0.00021731385,0.00004488752,0.007202224,0.000080392405,0.02387213],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997776,0.000047783145,0.000010228408,0.000038951108,0.00008718101,0.000038290367],"domain_scores_gemma":[0.9996325,0.000031022024,0.000045194927,0.00001635184,0.00023498901,0.000039983286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026175124,0.00042800786,0.00015900513,0.001254595,0.0002591669,0.0012322917,0.00023391092,0.00041743374,0.00613678],"category_scores_gemma":[0.00070065004,0.0000652615,0.00032069915,0.0017021691,0.00012513963,0.0013202382,0.00034613218,0.00046575416,0.0016253238],"study_design_candidate":"simulation_or_modeling","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":[0.0007387503,0.00024295253,0.14190342,0.0019212851,0.00026573715,0.0012141477,0.0009959723,0.069397256,0.01335218,0.20588395,0.104348235,0.4597361],"study_design_scores_gemma":[0.00001399522,0.00039611966,0.2576154,0.0008592704,0.00012673622,0.0007034821,0.0024789849,0.03845256,0.0028017324,0.024646435,0.6718041,0.00010123681],"about_ca_topic_score_codex":0.008012176,"about_ca_topic_score_gemma":0.00838918,"teacher_disagreement_score":0.008012176,"about_ca_system_score_codex":0.0011305636,"about_ca_system_score_gemma":0.0005445718,"threshold_uncertainty_score":0.020529568},"labels":[],"label_agreement":null},{"id":"W1583463111","doi":"10.1108/14777830410553979","title":"Eco‐efficient wood protection","year":2004,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":57,"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":"Preservative; Furfuryl alcohol; Durability; Pulp and paper industry; Biocide; Environmental science; Combustion; Waste management; Leaching (pedology); Environmental chemistry; Chemistry; Materials science; Composite material; Organic chemistry; Engineering; Soil water","score_opus":0.024810940856278274,"score_gpt":0.24216221500409105,"score_spread":0.21735127414781277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1583463111","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":[0.91224706,0.015121567,0.049139526,0.00029407334,0.000088817396,0.00008442136,0.00043737388,0.0003127394,0.022274429],"genre_scores_gemma":[0.97651356,0.0035054316,0.00856983,0.00013786078,0.000015174097,0.000023257973,0.00023437694,0.000037867165,0.010962731],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999002,0.00001224509,0.0000036419826,0.000019693407,0.0000386248,0.000025492962],"domain_scores_gemma":[0.99994123,0.000009628052,0.000014550561,0.000012248536,0.000016496675,0.000005905205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010211847,0.00024781792,0.000118982054,0.00026676463,0.00011037053,0.0003612977,0.00019344303,0.0002896586,0.0029338275],"category_scores_gemma":[0.000074439435,0.00009529971,0.00018482245,0.0001603185,0.00013903965,0.0004106334,0.00026988875,0.00024338551,0.00060258585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030313038,0.000016992693,0.00027424478,0.00008926917,0.000006145859,0.000050488714,0.000014414884,0.00043256537,0.98506564,0.00060955813,0.00012334049,0.013286995],"study_design_scores_gemma":[0.0000052845216,0.00025323205,0.0028193153,0.00002025778,0.000013409585,0.0004408994,0.000031666365,0.00073721405,0.97092617,0.0003779968,0.024368502,0.0000059953363],"about_ca_topic_score_codex":0.00015488088,"about_ca_topic_score_gemma":0.00043443558,"teacher_disagreement_score":0.0029338275,"about_ca_system_score_codex":0.0001251512,"about_ca_system_score_gemma":0.000082143444,"threshold_uncertainty_score":0.00981462},"labels":[],"label_agreement":null},{"id":"W1979606812","doi":"10.1108/14777830810894238","title":"Economic instruments and the conservation of biodiversity","year":2008,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":13,"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 Calgary","funders":"","keywords":"Biodiversity; Originality; Natural resource economics; Measurement of biodiversity; Value (mathematics); Biodiversity conservation; Environmental resource management; Economics; Business; Public economics; Environmental planning; Geography; Ecology; Sociology; Biology; Social science","score_opus":0.10531747013245132,"score_gpt":0.24014895347057572,"score_spread":0.1348314833381244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979606812","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":[0.12462896,0.096215144,0.07927883,0.076553114,0.0014720972,0.00028119955,0.00036885845,0.000117351665,0.6210844],"genre_scores_gemma":[0.9657012,0.017257942,0.008007291,0.001204505,0.000574369,0.000098928096,0.00005953467,0.000019149977,0.007076987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99712473,0.0016629095,0.000117218246,0.00020370497,0.0006879254,0.0002036036],"domain_scores_gemma":[0.9917532,0.005262966,0.0015457552,0.0005555911,0.00063894555,0.00024344726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050160945,0.00036185575,0.00048159398,0.0027203981,0.0011783049,0.006502871,0.00074851996,0.0012941567,0.004525344],"category_scores_gemma":[0.0129811475,0.0001331677,0.00029572131,0.0034479501,0.011410741,0.004504106,0.002437064,0.001959606,0.000248469],"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":[0.000018004532,0.000024462612,0.0018998014,0.00015014864,0.00002185253,0.000055079,0.00019443431,0.0033448534,0.00007301696,0.9592868,0.001432917,0.033498522],"study_design_scores_gemma":[0.0000102545555,0.000032394193,0.0030655907,0.00046322178,0.000012928897,0.000074391864,0.0005814443,0.0024299517,0.00011234037,0.9525217,0.04068018,0.000015650457],"about_ca_topic_score_codex":0.0016902819,"about_ca_topic_score_gemma":0.0011167937,"teacher_disagreement_score":0.006502871,"about_ca_system_score_codex":0.0028397297,"about_ca_system_score_gemma":0.0025883904,"threshold_uncertainty_score":0.026527941},"labels":[],"label_agreement":null},{"id":"W1995442897","doi":"10.1108/14777830310488676","title":"SWARD: decision support processes for the UK water industry","year":2003,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Water resources management and optimization","field":"Engineering","cited_by":24,"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 Calgary","funders":"","keywords":"Sustainability; Asset (computer security); Business; Context (archaeology); Resource (disambiguation); Sustainable development; Service (business); Investment (military); Asset management; Environmental economics; Environmental resource management; Environmental science; Finance; Computer science; Marketing; Economics","score_opus":0.022351169592699324,"score_gpt":0.2668483690864953,"score_spread":0.24449719949379595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995442897","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":[0.016892,0.0012326075,0.8824602,0.004717971,0.0003953192,0.001764269,0.0018753269,0.027899735,0.06276253],"genre_scores_gemma":[0.04269735,0.0012834321,0.8982183,0.00049273664,0.0000622435,0.0009762179,0.0026075512,0.0016235207,0.0520387],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9965947,0.0011280813,0.00043457453,0.0003963085,0.0012152093,0.0002310871],"domain_scores_gemma":[0.99315083,0.004405554,0.00038686016,0.00057066855,0.0011423782,0.000343628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004662378,0.0013465072,0.0006573497,0.0015955893,0.0013536891,0.0056595406,0.0015631588,0.0021196492,0.028463915],"category_scores_gemma":[0.015261759,0.0010112976,0.00073028204,0.0015942361,0.0010002132,0.0053914236,0.0035432123,0.0018997523,0.010064738],"study_design_candidate":"simulation_or_modeling","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":[0.00034472047,0.00018974215,0.0006120733,0.0011266504,0.00003347877,0.0012633221,0.0053065177,0.028941594,0.00838161,0.057653658,0.103703715,0.792443],"study_design_scores_gemma":[0.00017361881,0.00013276355,0.0007787922,0.00068683946,0.000021035492,0.0005089672,0.0013491234,0.08950382,0.006767116,0.038719725,0.8612257,0.00013247493],"about_ca_topic_score_codex":0.010516744,"about_ca_topic_score_gemma":0.013900803,"teacher_disagreement_score":0.028463915,"about_ca_system_score_codex":0.002310294,"about_ca_system_score_gemma":0.0046468256,"threshold_uncertainty_score":0.09522134},"labels":[],"label_agreement":null},{"id":"W2006386985","doi":"10.1108/14777831211262918","title":"Perspectives on corporate responsibility and sustainable development","year":2012,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","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 Saskatchewan","funders":"","keywords":"Sustainability; Viewpoints; Sustainable development; Sustainability organizations; Originality; Social sustainability; Knowledge management; Corporate sustainability; Management science; Sociology; Corporate social responsibility; Process management; Business; Political science; Qualitative research; Public relations; Computer science; Engineering; Social science; Ecology","score_opus":0.031086821825317294,"score_gpt":0.2763570159107364,"score_spread":0.2452701940854191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006386985","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":[0.06919227,0.08550325,0.07509908,0.17523415,0.0013615733,0.00009427508,0.00016755906,0.000099947945,0.5932478],"genre_scores_gemma":[0.97088933,0.01447065,0.0052193496,0.004010495,0.00029537358,0.000055625478,0.00004467996,0.000025813959,0.004988664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9890141,0.0077835904,0.0002917861,0.00059516355,0.0016139244,0.0007014045],"domain_scores_gemma":[0.98638594,0.008988316,0.0012845213,0.00090341945,0.0016505271,0.0007872032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01056484,0.0005448641,0.0004176489,0.0035914604,0.0030570826,0.0071928273,0.00096160034,0.0024537656,0.0032364968],"category_scores_gemma":[0.008615658,0.0001871209,0.0004965457,0.003106277,0.024476925,0.009161061,0.0043245405,0.0032855475,0.00023854489],"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":[0.000004104137,0.0000072183743,0.0005385374,0.00013530046,0.000008103562,0.00007433549,0.008266943,0.00051116257,0.000061176164,0.980142,0.001269341,0.008981763],"study_design_scores_gemma":[0.0000094924735,0.000026702448,0.0011393543,0.0012050599,0.000013822404,0.00026132228,0.023467889,0.0006078,0.0002653536,0.78541577,0.18756795,0.000019558913],"about_ca_topic_score_codex":0.0037369945,"about_ca_topic_score_gemma":0.002424069,"teacher_disagreement_score":0.01056484,"about_ca_system_score_codex":0.0057271314,"about_ca_system_score_gemma":0.005612035,"threshold_uncertainty_score":0.055872858},"labels":[],"label_agreement":null},{"id":"W2012765055","doi":"10.1108/14777830710778292","title":"Community‐based natural resource management in Kenya","year":2007,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":35,"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 Calgary","funders":"","keywords":"Stewardship (theology); Natural resource management; Natural resource; Sustainability; Environmental resource management; Business; Resource management (computing); Government (linguistics); Resource (disambiguation); Local community; Environmental stewardship; Environmental planning; Political science; Economics; Computer science; Geography; Ecology","score_opus":0.031043468847116812,"score_gpt":0.28857940271654603,"score_spread":0.2575359338694292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012765055","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":[0.6218436,0.032739293,0.003639055,0.02898755,0.00043772478,0.0022052038,0.0001933033,0.00003807965,0.30991623],"genre_scores_gemma":[0.9797443,0.006425797,0.0029849892,0.0011884234,0.00002829866,0.00027370633,0.000047353617,0.0000061201486,0.009301011],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997985,0.0010225263,0.00006559316,0.000105791594,0.00037383856,0.0004473609],"domain_scores_gemma":[0.99816126,0.0005652562,0.00040611468,0.000049650724,0.0003859351,0.00043186898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028530334,0.00020996816,0.00017942255,0.0011012343,0.0070122937,0.0025928654,0.0011114458,0.0008660244,0.00523004],"category_scores_gemma":[0.0030515362,0.00013335476,0.000108444074,0.001135497,0.0029844418,0.0016697667,0.003620665,0.00070942694,0.00014375181],"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":[0.00022094048,0.0009848619,0.08554052,0.005481605,0.00013372861,0.007305688,0.087686434,0.0037462953,0.0058701285,0.33465475,0.031007618,0.43736735],"study_design_scores_gemma":[0.00013288582,0.0007925057,0.116927594,0.0062890667,0.000115910945,0.0015488728,0.21519896,0.0023843825,0.0020196391,0.026781183,0.6277,0.00010907533],"about_ca_topic_score_codex":0.057048112,"about_ca_topic_score_gemma":0.21431215,"teacher_disagreement_score":0.057048112,"about_ca_system_score_codex":0.008380136,"about_ca_system_score_gemma":0.022032892,"threshold_uncertainty_score":0.11343211},"labels":[],"label_agreement":null},{"id":"W2070919380","doi":"10.1108/14777830610700928","title":"A new system for locating leaks in urban water distribution pipes","year":2006,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Water Systems and Optimization","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Leak detection; Leak; Leakage (economics); Computer science; Engineering; Risk analysis (engineering); Environmental engineering","score_opus":0.009695423336738321,"score_gpt":0.2209990491387703,"score_spread":0.211303625802032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070919380","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":[0.040104065,0.00036895872,0.94381636,0.0003252085,0.00029618462,0.00036832888,0.0002663574,0.009901694,0.004552857],"genre_scores_gemma":[0.47768337,0.0005896176,0.50300175,0.0005961469,0.00031840292,0.00066678884,0.0005643033,0.00034681108,0.016232861],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999005,0.0001618248,0.00005914337,0.00027043498,0.00043879944,0.00006472687],"domain_scores_gemma":[0.9986029,0.0002383014,0.00021220832,0.000196024,0.000669347,0.00008115858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006966886,0.00068705645,0.0006857929,0.0012934462,0.0006411282,0.0008352144,0.0009466462,0.00074278103,0.005358737],"category_scores_gemma":[0.0017828193,0.00040554267,0.0002792498,0.0008473223,0.00048650507,0.001757316,0.0013620108,0.0006302425,0.0016081762],"study_design_candidate":"simulation_or_modeling","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":[0.00076669065,0.00026069616,0.007418077,0.0009483712,0.0000788718,0.00044915781,0.0006235835,0.011924443,0.25024936,0.004398174,0.011561937,0.71132064],"study_design_scores_gemma":[0.0007130026,0.0035592413,0.0230732,0.0003479732,0.0005456941,0.0029658333,0.00042176014,0.3701407,0.43583837,0.004026446,0.15786871,0.0004990584],"about_ca_topic_score_codex":0.0008285275,"about_ca_topic_score_gemma":0.00093182904,"teacher_disagreement_score":0.005358737,"about_ca_system_score_codex":0.0005677352,"about_ca_system_score_gemma":0.00083087716,"threshold_uncertainty_score":0.017926753},"labels":[],"label_agreement":null},{"id":"W2078098802","doi":"10.1108/14777831211232209","title":"Participatory issues in fisheries governance in Europe","year":2012,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Corporate governance; European union; Sustainability; Empowerment; Variety (cybernetics); Citizen journalism; Process (computing); Fisheries management; Business; Environmental resource management; Environmental planning; Fishery; Political science; Economics; Geography; Computer science; Ecology; Economic growth","score_opus":0.04795717272664376,"score_gpt":0.30652383141770717,"score_spread":0.25856665869106343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078098802","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":[0.40788168,0.03728874,0.0461343,0.05606751,0.0009211688,0.00042898464,0.000090746566,0.000071992945,0.451115],"genre_scores_gemma":[0.98755974,0.002282285,0.003468499,0.0017523151,0.00007541714,0.00009422936,0.000020903495,0.000010473705,0.00473616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9683173,0.023756118,0.0014950755,0.0018926511,0.0025657604,0.0019732213],"domain_scores_gemma":[0.9835972,0.012059728,0.0015867571,0.0010604472,0.0009651867,0.00073054235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.034195557,0.00033241056,0.00048343555,0.0020986812,0.0059843594,0.0107076755,0.001037559,0.0036251268,0.003211376],"category_scores_gemma":[0.022705173,0.0002684391,0.000574941,0.0029742718,0.017991083,0.005740563,0.009277111,0.0017315898,0.00015082519],"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":[0.00003667425,0.00006461292,0.0044672997,0.00032321547,0.00005180784,0.0007289836,0.03550156,0.0026561434,0.0004066314,0.8916253,0.002527106,0.06161065],"study_design_scores_gemma":[0.000043870437,0.00013529345,0.014050816,0.001861088,0.00003949949,0.00064533507,0.049580384,0.0014573568,0.00064086594,0.58127433,0.3501937,0.00007747865],"about_ca_topic_score_codex":0.0037839294,"about_ca_topic_score_gemma":0.0028476613,"teacher_disagreement_score":0.034195557,"about_ca_system_score_codex":0.004944848,"about_ca_system_score_gemma":0.0073639085,"threshold_uncertainty_score":0.18084556},"labels":[],"label_agreement":null},{"id":"W2081194227","doi":"10.1108/14777831211262909","title":"Prioritizing sustainability strategies for global extractive sector firms","year":2012,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Sustainable Supply Chain Management","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":"Toronto Metropolitan University","funders":"","keywords":"Sustainability; Corporate social responsibility; Business; Social sustainability; Originality; Sustainability organizations; Globe; Environmental Sustainability Index; Private sector; Environmental resource management; Environmental economics; Economics; Economic growth; Public relations; Political science; Ecology","score_opus":0.029992382181736214,"score_gpt":0.31719717869019576,"score_spread":0.28720479650845954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081194227","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":[0.9120734,0.0012384709,0.012894282,0.0029424021,0.000018407094,0.00026285235,0.000087185814,0.00004354373,0.07043955],"genre_scores_gemma":[0.9937972,0.0005554681,0.003604153,0.000099311386,0.000003889544,0.000027227285,0.000046639936,0.0000065801046,0.0018596502],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99871624,0.0004512544,0.0000561699,0.00011125396,0.00029725014,0.00036782902],"domain_scores_gemma":[0.9985006,0.00048311017,0.00032158112,0.00006495663,0.00032071592,0.0003091259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018441983,0.00034126558,0.00027774298,0.0020153595,0.0013278276,0.005643934,0.00042832724,0.0005855377,0.004244726],"category_scores_gemma":[0.002697447,0.00012130232,0.00021333805,0.0030460332,0.0012521507,0.0021590127,0.003437392,0.0005253645,0.00022620153],"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":[0.00029641762,0.0005308693,0.2687741,0.0014893285,0.00022982378,0.0014625085,0.016166354,0.025172561,0.016252456,0.17622477,0.0037290016,0.4896719],"study_design_scores_gemma":[0.00010252992,0.0010495099,0.37422737,0.0014631429,0.00027278555,0.0005980059,0.25643647,0.020316247,0.019943934,0.16224022,0.16319807,0.00015175687],"about_ca_topic_score_codex":0.0040271687,"about_ca_topic_score_gemma":0.013010499,"teacher_disagreement_score":0.005643934,"about_ca_system_score_codex":0.0037456874,"about_ca_system_score_gemma":0.0046824226,"threshold_uncertainty_score":0.027177036},"labels":[],"label_agreement":null},{"id":"W2089292226","doi":"10.1108/14777830610702557","title":"Examining waste management in San Pablo del Lago, Ecuador: a behavioral framework","year":2006,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":22,"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":"Multidisciplinary approach; Originality; Garbage; Value (mathematics); Empirical research; Class (philosophy); Psychology; Sociology; Qualitative research; Social science; Engineering","score_opus":0.029696178410282086,"score_gpt":0.32412950007224584,"score_spread":0.29443332166196373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089292226","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":[0.99860805,0.000060963677,0.0003016159,0.00010638604,8.756778e-7,0.000023316037,0.000017338216,0.000001561191,0.0008800107],"genre_scores_gemma":[0.9988686,0.0001212511,0.0006385357,0.000029029055,0.0000010517573,0.00003997762,0.000026647502,0.0000010003258,0.000274033],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9993679,0.000410691,0.000032650572,0.00006669044,0.00005360843,0.00006848376],"domain_scores_gemma":[0.9984681,0.0009151907,0.00035190175,0.000044678018,0.00016406689,0.000056187877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023107557,0.00026008202,0.00021770629,0.00089694484,0.0009743956,0.0013058772,0.00047200735,0.00026792538,0.0013273528],"category_scores_gemma":[0.0035322304,0.00011962812,0.000114732546,0.00092766376,0.001012684,0.00078904524,0.0008115832,0.00024847043,0.000048003938],"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":[0.00010491772,0.0006641596,0.816147,0.00029270662,0.00006361871,0.000637192,0.11893656,0.0006129919,0.0027054613,0.0022320068,0.00029945927,0.057303928],"study_design_scores_gemma":[0.000016538665,0.00034606527,0.6301654,0.00019086122,0.000057284524,0.00012046389,0.36151424,0.0016275427,0.001208507,0.0008807029,0.0038548298,0.000017544242],"about_ca_topic_score_codex":0.024130484,"about_ca_topic_score_gemma":0.033274055,"teacher_disagreement_score":0.024130484,"about_ca_system_score_codex":0.0015386232,"about_ca_system_score_gemma":0.0011325862,"threshold_uncertainty_score":0.04798007},"labels":[],"label_agreement":null},{"id":"W2111554627","doi":"10.1108/14777830510601190","title":"Application and validation of a desertification risk index using data for Lebanon","year":2005,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Remote Sensing in Agriculture","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":"McMaster University","funders":"","keywords":"Desertification; Normalized Difference Vegetation Index; Physical geography; Vegetation (pathology); Index (typography); Geography; Environmental science; Elevation (ballistics); Environmental protection; Climate change; Geology; Mathematics; Ecology","score_opus":0.05049768086210494,"score_gpt":0.3269849881839428,"score_spread":0.27648730732183785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111554627","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":[0.99259996,0.000078011755,0.0017905927,0.0000282926,0.000011909465,0.00011023602,0.0034716874,0.00005586447,0.0018534693],"genre_scores_gemma":[0.98550826,0.00010250087,0.006322048,0.000014651343,0.00000972501,0.0001666456,0.0075053982,0.000010146288,0.0003605086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993001,0.00023288747,0.000089960544,0.000119421944,0.0002070248,0.000050591076],"domain_scores_gemma":[0.99724966,0.0008027172,0.0003784221,0.00024754673,0.0011967593,0.00012491776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020669214,0.00047014808,0.00033683734,0.0030427289,0.00033816186,0.00078646105,0.00036830266,0.00026942394,0.00077172363],"category_scores_gemma":[0.0037085933,0.00008895216,0.00031253387,0.0018583809,0.00017209502,0.00036401371,0.00039569382,0.00024319852,0.00021919425],"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":[0.00031800297,0.0004606572,0.86869025,0.00021185736,0.0002132532,0.00091349595,0.0011194686,0.024487458,0.0062032766,0.0006690476,0.0016257957,0.09508743],"study_design_scores_gemma":[0.00003622521,0.0003047429,0.94673276,0.000089413705,0.000043380052,0.00013262908,0.0018000377,0.042182673,0.003972041,0.00021806237,0.0044585853,0.000029408537],"about_ca_topic_score_codex":0.023703996,"about_ca_topic_score_gemma":0.01841207,"teacher_disagreement_score":0.023703996,"about_ca_system_score_codex":0.0008721934,"about_ca_system_score_gemma":0.00061003247,"threshold_uncertainty_score":0.047132015},"labels":[],"label_agreement":null},{"id":"W2129713421","doi":"10.1108/meq.2003.14.5.622.3","title":"Environment and Statecraft: The Strategy of Environmental Treaty‐making","year":2003,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"International Environmental Law and Policies","field":"Environmental Science","cited_by":666,"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":"Treaty; Reciprocity (cultural anthropology); International trade; Kyoto Protocol; Political science; Linkage (software); Business; Law and economics; International economics; Economics; Climate change; Law; Sociology","score_opus":0.022227098548660718,"score_gpt":0.2872595115430184,"score_spread":0.26503241299435765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129713421","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":[0.0020760945,0.0051745665,0.008163733,0.035971195,0.0009943187,0.000045516776,0.000096461255,0.00007462754,0.9474036],"genre_scores_gemma":[0.29249308,0.010303941,0.009767737,0.011489424,0.0015497578,0.00026046456,0.00027484092,0.00023662554,0.6736241],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980925,0.0008416623,0.000066680695,0.00021480702,0.00056378345,0.00022062616],"domain_scores_gemma":[0.99932885,0.00034084579,0.00006131454,0.00006352277,0.00012962353,0.000075848715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002469041,0.0005740487,0.0002712079,0.0013072329,0.0035410225,0.0084889475,0.0009726968,0.0048036803,0.026352746],"category_scores_gemma":[0.0041426993,0.00032410322,0.00025383892,0.0023373463,0.006888712,0.008248688,0.0031699152,0.0038325035,0.0038928308],"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":[0.000003418386,0.000004268043,0.000025212727,0.0000138003315,0.0000012054146,0.000016193106,0.00032032173,0.00021795953,0.000025089033,0.95736957,0.034297306,0.0077057197],"study_design_scores_gemma":[0.000004821569,0.000008463094,0.00013130749,0.00012526235,0.000002480303,0.000021136448,0.00045981418,0.00038827086,0.00008156528,0.43996248,0.55880463,0.000009765749],"about_ca_topic_score_codex":0.005847754,"about_ca_topic_score_gemma":0.0073047862,"teacher_disagreement_score":0.026352746,"about_ca_system_score_codex":0.004371162,"about_ca_system_score_gemma":0.0040169684,"threshold_uncertainty_score":0.08815867},"labels":[],"label_agreement":null},{"id":"W2325217919","doi":"10.1108/meq-04-2015-0063","title":"Environmental implication of the Algerian traditional house","year":2016,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":7,"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":"Architectural engineering; Vernacular architecture; Architecture; Originality; Environmental design; Certification; Vernacular; Work (physics); Environmental quality; Roof; Energy consumption; Engineering; Civil engineering; Sociology; Visual arts; Mechanical engineering; Social science; Political science; Law","score_opus":0.05068988004321469,"score_gpt":0.259226102078305,"score_spread":0.2085362220350903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325217919","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":[0.7827089,0.0032931133,0.008493064,0.0025966302,0.00042513353,0.000046136807,0.00022311485,0.00006056541,0.20215337],"genre_scores_gemma":[0.9882889,0.0007138863,0.002490492,0.00030290498,0.00003240376,0.0000067046913,0.000049638715,0.000014000455,0.008101034],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993643,0.0002755115,0.000020208194,0.00007844697,0.00019607863,0.00006541364],"domain_scores_gemma":[0.99957377,0.000062463725,0.000077809316,0.000070980626,0.00019042905,0.0000245552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006683882,0.00025429673,0.000099164456,0.00029024965,0.0010079277,0.0018788306,0.00033651508,0.00024264684,0.0052794707],"category_scores_gemma":[0.000639707,0.00007058412,0.00016352534,0.000436083,0.0019728718,0.00068063184,0.00095298176,0.00026172178,0.00046199103],"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":[0.0006611277,0.0002489311,0.10715248,0.0018663495,0.00010800958,0.004780776,0.045427553,0.0058148513,0.028942036,0.18572453,0.017909948,0.60136354],"study_design_scores_gemma":[0.0000210642,0.00054641295,0.2669489,0.0010695584,0.00013499928,0.0027861958,0.08384985,0.0032624851,0.019511977,0.022477672,0.5992861,0.00010487007],"about_ca_topic_score_codex":0.0088430075,"about_ca_topic_score_gemma":0.019002507,"teacher_disagreement_score":0.0088430075,"about_ca_system_score_codex":0.0018862329,"about_ca_system_score_gemma":0.0009545566,"threshold_uncertainty_score":0.017661631},"labels":[],"label_agreement":null},{"id":"W2493056848","doi":"10.1108/meq-01-2015-0018","title":"WTE plants installed in European cities: a review of success stories","year":2016,"lang":"en","type":"review","venue":"Management of Environmental Quality An International Journal","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Earth Engineering Center, Columbia University; Chemical Institute of Canada; McGill University","keywords":"Waste-to-energy; Sustainability; Municipal solid waste; Work (physics); Waste management; Cleaner production; Landfill gas; Resource (disambiguation); Directive; Electricity; Reuse; Environmental science; Business; Engineering; Computer science","score_opus":0.04287313068879418,"score_gpt":0.329734972931207,"score_spread":0.28686184224241285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2493056848","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":[0.041147456,0.94758415,0.0010066245,0.0017385152,0.00038015834,0.000037583235,0.00086340687,0.000057562243,0.0071845804],"genre_scores_gemma":[0.1361098,0.8593693,0.0013928501,0.0010094525,0.00021055299,0.000035991012,0.00074363436,0.00005371009,0.0010746772],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947785,0.0013206193,0.0010800312,0.00065749796,0.0018029634,0.00036028743],"domain_scores_gemma":[0.9833348,0.008051397,0.0036834874,0.00040415744,0.004252602,0.000273497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007729034,0.0011065844,0.0011087846,0.0064960932,0.00054564525,0.004068578,0.0015193773,0.0015503598,0.0025493235],"category_scores_gemma":[0.010883426,0.0008251356,0.0013313631,0.015126784,0.0014087458,0.0029199494,0.0011810783,0.000837708,0.00047386697],"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":[0.00049877545,0.00018311314,0.018359307,0.068506815,0.0010095437,0.0017857569,0.002270308,0.0022327688,0.0018733552,0.00495567,0.017223269,0.8811013],"study_design_scores_gemma":[0.0000496673,0.0010532839,0.12739567,0.051535368,0.002798542,0.0041138884,0.014983645,0.00084303133,0.012048955,0.0011105719,0.78378713,0.00028021925],"about_ca_topic_score_codex":0.0081118,"about_ca_topic_score_gemma":0.010528222,"teacher_disagreement_score":0.0081118,"about_ca_system_score_codex":0.002377506,"about_ca_system_score_gemma":0.0036630733,"threshold_uncertainty_score":0.040875554},"labels":[],"label_agreement":null},{"id":"W2589774483","doi":"10.1108/meq-10-2015-0191","title":"Does GRI reporting impact environmental sustainability? A cross-industry analysis of CO<sub>2</sub> emissions performance between GRI-reporting and non-reporting companies","year":2017,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sustainability reporting; Sustainability; Business; Accounting; Greenhouse gas; Null hypothesis; Econometrics; Economics","score_opus":0.03367745390878193,"score_gpt":0.35149193737664974,"score_spread":0.31781448346786784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589774483","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":[0.9972819,0.00027429106,0.0004630748,0.00018689618,0.000017049733,0.000026566839,0.00022321493,0.00001004549,0.0015169838],"genre_scores_gemma":[0.99906284,0.00009793766,0.00027602687,0.00006861213,0.000020003597,0.000008559803,0.00027388014,0.0000045515426,0.00018755485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99311936,0.0026783561,0.00054890325,0.0010049244,0.0019410027,0.0007075245],"domain_scores_gemma":[0.94609874,0.019468637,0.025431477,0.0023654653,0.0057133413,0.0009223886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009812685,0.0002711828,0.00037030646,0.0017634295,0.0003108721,0.0014646804,0.0005026581,0.0006006695,0.0011032232],"category_scores_gemma":[0.023395022,0.00018408535,0.0009893493,0.0018566392,0.0006498633,0.0013876455,0.001016171,0.0007375034,0.00032556336],"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":[0.00020034121,0.00013785857,0.9892569,0.00006690448,0.00037223575,0.000075935066,0.00029729272,0.0003950417,0.00079107337,0.00008950513,0.00020897496,0.008107921],"study_design_scores_gemma":[0.000004245432,0.0004470656,0.9966973,0.000019750087,0.00013702143,0.000043792003,0.0006255128,0.0006205012,0.000975135,0.000041811734,0.0003795541,0.000008314823],"about_ca_topic_score_codex":0.0046661613,"about_ca_topic_score_gemma":0.004978042,"teacher_disagreement_score":0.009812685,"about_ca_system_score_codex":0.00063797174,"about_ca_system_score_gemma":0.00056842016,"threshold_uncertainty_score":0.051895022},"labels":[],"label_agreement":null},{"id":"W2604551401","doi":"10.1108/meq-07-2015-0132","title":"The relationship between financial attributes, environmental performance and environmental disclosure","year":2017,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":70,"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":"Business; Index (typography); Sample (material); Profitability index; Accounting; Quarter (Canadian coin); Environmental accounting; Voluntary disclosure; Corporate governance; Capital market; Quality (philosophy); Finance","score_opus":0.06478539104675285,"score_gpt":0.3019028788955794,"score_spread":0.23711748784882652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604551401","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":[0.99757296,0.0003200512,0.00016137339,0.00022684771,0.0000037795965,0.000009358455,0.000256508,0.0000035880798,0.0014454854],"genre_scores_gemma":[0.99951243,0.00009026001,0.00009859305,0.000013362654,0.000009711094,0.0000030683993,0.0001491176,4.841523e-7,0.00012301106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789256,0.0006330689,0.00033175576,0.0001533471,0.0007946076,0.00019468815],"domain_scores_gemma":[0.93173754,0.02166848,0.039576244,0.0013936936,0.003839973,0.001784119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029004538,0.0001577568,0.00016388812,0.002174427,0.00039498584,0.0012601052,0.00025192671,0.00034329755,0.0018406933],"category_scores_gemma":[0.018162848,0.00007095428,0.00019405174,0.0024679243,0.00052765413,0.000815343,0.00064410904,0.0003480794,0.00017910224],"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":[0.000020585716,0.000028406796,0.9961845,0.000016072954,0.000015862945,0.000028778346,0.000091896814,0.000095047326,0.000057281446,0.00007941175,0.00006627909,0.003315828],"study_design_scores_gemma":[0.0000012504696,0.00003928467,0.99869823,0.000012244025,0.000009067153,0.00008154814,0.00030423602,0.00026738862,0.00011935901,0.00011253535,0.00035134747,0.0000035389394],"about_ca_topic_score_codex":0.0030498381,"about_ca_topic_score_gemma":0.0029369688,"teacher_disagreement_score":0.0030498381,"about_ca_system_score_codex":0.0005081914,"about_ca_system_score_gemma":0.00060425076,"threshold_uncertainty_score":0.015339255},"labels":[],"label_agreement":null},{"id":"W2900187934","doi":"10.1108/meq-05-2018-0099","title":"Management of air pollution in Mexico","year":2018,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":10,"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":"Scopus; Air pollution; Originality; Environmental planning; Air quality index; Climate change; Value (mathematics); Mexico city; Political science; Air Pollution Index; Environmental protection; Business; Environmental resource management; Geography; Environmental science; Sociology; Meteorology; Computer science; Law","score_opus":0.043955990312992764,"score_gpt":0.3498507652325179,"score_spread":0.30589477491952516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900187934","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":[0.024185577,0.9148515,0.0018293746,0.03804344,0.001047671,0.00013076165,0.00036620797,0.000057420526,0.019488037],"genre_scores_gemma":[0.1786266,0.8105813,0.003630731,0.0033149167,0.00084130827,0.00018576715,0.00025565157,0.000009972834,0.0025537857],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991366,0.00035125724,0.00009447678,0.0001254719,0.00020339973,0.00008879294],"domain_scores_gemma":[0.9989423,0.0002985728,0.00039441953,0.000029059924,0.00028993696,0.000045656114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015225688,0.00032161496,0.0003961843,0.0017900126,0.00094080844,0.0023974665,0.0008047585,0.00094316626,0.001916386],"category_scores_gemma":[0.0024601384,0.00011935181,0.00046826559,0.0019615747,0.0006693505,0.0012301427,0.0008677958,0.0008297801,0.00011624987],"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":[0.00013686846,0.00020460939,0.03383819,0.044224463,0.00057066587,0.001824116,0.004517366,0.002164942,0.0035064484,0.043786656,0.0530027,0.81222314],"study_design_scores_gemma":[0.00003468427,0.0002936216,0.055122614,0.027473949,0.00066040544,0.0010850901,0.008278364,0.00065567676,0.0022918982,0.00543781,0.89861196,0.000053871554],"about_ca_topic_score_codex":0.02982754,"about_ca_topic_score_gemma":0.035858467,"teacher_disagreement_score":0.02982754,"about_ca_system_score_codex":0.0030423023,"about_ca_system_score_gemma":0.0075225057,"threshold_uncertainty_score":0.059307814},"labels":[],"label_agreement":null},{"id":"W2977291126","doi":"10.1108/meq-12-2018-0205","title":"Does trade openness affects global carbon dioxide emissions","year":2019,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":153,"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":"Cointegration; Openness to experience; Granger causality; Nexus (standard); Causality (physics); Structural break; Economics; Energy consumption; Error correction model; Greenhouse gas; Unit root; Consumption (sociology); Time series; Econometrics; International economics; Economy; Engineering; Statistics; Mathematics","score_opus":0.02169485700256021,"score_gpt":0.25230123686136735,"score_spread":0.23060637985880714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977291126","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":[0.9794404,0.0030507739,0.00057670777,0.0022893925,0.00009800839,0.000010598148,0.0012616144,0.000022518854,0.013249993],"genre_scores_gemma":[0.9983645,0.00068083865,0.000064614775,0.00006483829,0.000044822104,0.000002547354,0.00021492748,0.0000049746322,0.0005578715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995578,0.00008879946,0.000031886473,0.00011448492,0.00009607592,0.00011097423],"domain_scores_gemma":[0.9951696,0.0015503155,0.0024010427,0.00018427375,0.00040212352,0.0002925875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000751836,0.00024790203,0.00032801993,0.0007895601,0.00024208278,0.0018123637,0.00016974125,0.00046561545,0.0039653387],"category_scores_gemma":[0.004337328,0.00010026783,0.0006718254,0.0015390312,0.00081296946,0.001160833,0.0006144511,0.00060390565,0.0003842699],"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":[0.0002443404,0.000059765338,0.97674906,0.00021474883,0.000434645,0.00045955734,0.00034230374,0.004732163,0.0009234611,0.00426975,0.0009829598,0.010587317],"study_design_scores_gemma":[0.000012871294,0.00006597072,0.98385584,0.0000906372,0.0002217212,0.00018289132,0.0015212169,0.0032645736,0.0011411342,0.0039388095,0.005681392,0.000022897013],"about_ca_topic_score_codex":0.010562347,"about_ca_topic_score_gemma":0.008077094,"teacher_disagreement_score":0.010562347,"about_ca_system_score_codex":0.00081640115,"about_ca_system_score_gemma":0.00079207966,"threshold_uncertainty_score":0.021001756},"labels":[],"label_agreement":null},{"id":"W3011412001","doi":"10.1108/meq-11-2019-0239","title":"Building theory of green supply chain management for the chemical industry","year":2020,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","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 Regina","funders":"","keywords":"Delphi method; Structural equation modeling; Government (linguistics); Originality; Constructive; Supply chain; Business; Supply chain management; Management science; Process management; Computer science; Marketing; Engineering; Qualitative research; Process (computing)","score_opus":0.03187576832755534,"score_gpt":0.2775697932116129,"score_spread":0.24569402488405756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011412001","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":[0.082235835,0.0021357841,0.5493265,0.023678793,0.0002675817,0.001106041,0.0003789965,0.00021992311,0.34065053],"genre_scores_gemma":[0.8981149,0.0022440045,0.091193296,0.0007581472,0.00005176904,0.0008212229,0.00016297908,0.000020622449,0.006632981],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99794036,0.0012475828,0.000092751616,0.00019451523,0.00035049024,0.00017424297],"domain_scores_gemma":[0.99667215,0.0019678036,0.0004310446,0.00015309383,0.0005782452,0.00019756363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023389503,0.0007564721,0.00036493537,0.0029441786,0.0020320069,0.0034877788,0.0012902946,0.0016433477,0.009617969],"category_scores_gemma":[0.0037334384,0.00032059124,0.00089167536,0.0024200468,0.0049252044,0.004375474,0.0023567036,0.0015883452,0.0007207079],"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":[0.000011835246,0.00009158159,0.003958129,0.0004387557,0.00003051941,0.0003243204,0.004989673,0.023847656,0.00032168272,0.94036555,0.0024514096,0.023168858],"study_design_scores_gemma":[0.000023096742,0.00013640022,0.0032720668,0.0011451921,0.00005255183,0.000248379,0.012484233,0.08010107,0.00039462562,0.8619327,0.040163253,0.000046580768],"about_ca_topic_score_codex":0.006555483,"about_ca_topic_score_gemma":0.005215134,"teacher_disagreement_score":0.009617969,"about_ca_system_score_codex":0.006837528,"about_ca_system_score_gemma":0.008461362,"threshold_uncertainty_score":0.04961002},"labels":[],"label_agreement":null},{"id":"W3083209380","doi":"10.1108/meq-03-2020-0047","title":"Considering nonlinearity and structural changes in the convergence of clean energy consumption: the case of OECD countries","year":2020,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":10,"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":"Unit root; Per capita; Econometrics; Energy consumption; Convergence (economics); Unit root test; Panel data; Economics; Consumption (sociology); Nonlinear system; Mathematics; Cointegration; Engineering; Economic growth; Population; Physics","score_opus":0.06022326244517584,"score_gpt":0.27052083853711695,"score_spread":0.2102975760919411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083209380","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":[0.98798335,0.00036723047,0.005810981,0.0006545208,0.000015938262,0.000021866572,0.0003017804,0.000021112248,0.0048232814],"genre_scores_gemma":[0.99894756,0.00010100703,0.00057163613,0.00002680852,0.000007713479,0.000008759944,0.00011940474,0.000004238901,0.00021290989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983317,0.00079913414,0.00010694029,0.00021247708,0.00028749276,0.00026217758],"domain_scores_gemma":[0.9908517,0.004972714,0.0025819475,0.000642643,0.00076021557,0.00019074134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027723655,0.00022669336,0.00039971614,0.0016229068,0.00047210723,0.0010249531,0.00039012326,0.000466508,0.001971647],"category_scores_gemma":[0.015260031,0.0001404607,0.0007710882,0.002020942,0.00092239416,0.0012917768,0.0012598286,0.00081601227,0.00018284525],"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":[0.00009793628,0.00006237689,0.927069,0.0001140438,0.00033764166,0.0015600083,0.0014691543,0.035188574,0.0003297161,0.011751346,0.0008280193,0.021192111],"study_design_scores_gemma":[0.000013330393,0.00014241681,0.8802946,0.0001631819,0.0002025694,0.0004802719,0.009258199,0.08787015,0.0011097089,0.015863044,0.00455185,0.000050771272],"about_ca_topic_score_codex":0.028012734,"about_ca_topic_score_gemma":0.019751457,"teacher_disagreement_score":0.028012734,"about_ca_system_score_codex":0.001233503,"about_ca_system_score_gemma":0.0010796331,"threshold_uncertainty_score":0.05569935},"labels":[],"label_agreement":null},{"id":"W3134388662","doi":"10.1108/meq-10-2020-0222","title":"The circular economy meets artificial intelligence (AI): understanding the opportunities of AI for reverse logistics","year":2021,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":210,"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; Kwantlen Polytechnic University","funders":"","keywords":"Reverse logistics; Originality; Entrepreneurship; Process (computing); Knowledge management; Reverse engineering; Key (lock); Computer science; Value (mathematics); Business; Artificial intelligence; Management science; Marketing; Sociology; Engineering; Supply chain; Qualitative research; Social science","score_opus":0.15769442703354727,"score_gpt":0.32355796768540945,"score_spread":0.16586354065186218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134388662","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":[0.119669,0.0146650355,0.20943666,0.09706462,0.0008366933,0.00021060903,0.00013876568,0.00018642553,0.5577922],"genre_scores_gemma":[0.94960785,0.007370219,0.031089097,0.0024258657,0.00022864918,0.0001145605,0.00005614008,0.00004320086,0.009064288],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973264,0.0016204567,0.00010515716,0.00026178797,0.0003911932,0.00029510906],"domain_scores_gemma":[0.98815304,0.008445182,0.00091820635,0.0010099962,0.00081839424,0.00065520103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043899724,0.00040237955,0.00033149158,0.0018661,0.00291083,0.012227895,0.0008262734,0.0025048389,0.00578928],"category_scores_gemma":[0.008768662,0.00028719942,0.000579581,0.0021348007,0.018537762,0.017230129,0.005032896,0.002858303,0.000984975],"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":[0.000023319806,0.000026051866,0.0022936622,0.0001787556,0.000007679452,0.0002480995,0.0033358827,0.0010622393,0.000244602,0.95902807,0.0021317117,0.031419992],"study_design_scores_gemma":[0.000009411552,0.000047751382,0.0024339159,0.00056305947,0.000013784857,0.00049347046,0.010435921,0.0053963494,0.0006069469,0.864619,0.11534965,0.000030788502],"about_ca_topic_score_codex":0.0022840404,"about_ca_topic_score_gemma":0.0021366624,"teacher_disagreement_score":0.012227895,"about_ca_system_score_codex":0.0036220297,"about_ca_system_score_gemma":0.0060904427,"threshold_uncertainty_score":0.026279747},"labels":[],"label_agreement":null},{"id":"W3198713656","doi":"10.1108/meq-07-2021-0175","title":"Recent advances in the relationship between economic development and carbon emissions","year":2021,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":18,"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":"","keywords":"Greenhouse gas; Originality; China; Centrality; Regional science; Consumption (sociology); Natural resource economics; Environmental science; Geography; Political science; Economics; Social science; Sociology","score_opus":0.07210409219217431,"score_gpt":0.2886108513838196,"score_spread":0.21650675919164528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198713656","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":[0.08420715,0.79091537,0.008491162,0.040432796,0.0019937588,0.00003198745,0.0022843382,0.00022051648,0.07142294],"genre_scores_gemma":[0.42211238,0.561951,0.0066576246,0.0020903244,0.0029136923,0.000018922276,0.0008846442,0.000039594703,0.0033318372],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984579,0.00037845658,0.00016733655,0.00033591024,0.0005837242,0.00007668125],"domain_scores_gemma":[0.97410166,0.016790954,0.0041066525,0.000910659,0.003646139,0.00044390565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00294857,0.00042209626,0.00043231877,0.011388988,0.0006882259,0.004299065,0.00064555637,0.00090428087,0.006604847],"category_scores_gemma":[0.01263068,0.00017550979,0.0006315807,0.026001634,0.0017855784,0.004447111,0.0011778263,0.0009542778,0.0007815627],"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":[0.00014665634,0.0001328775,0.12025626,0.015073437,0.00049875304,0.00069834176,0.0023539653,0.003956986,0.0019487087,0.12328669,0.02092177,0.71072555],"study_design_scores_gemma":[0.000015857097,0.00012742003,0.27019083,0.011210769,0.00086945423,0.0018100084,0.00824566,0.007819584,0.0032562076,0.148571,0.5477118,0.00017145046],"about_ca_topic_score_codex":0.0067577036,"about_ca_topic_score_gemma":0.007652096,"teacher_disagreement_score":0.011388988,"about_ca_system_score_codex":0.0020760917,"about_ca_system_score_gemma":0.0030526954,"threshold_uncertainty_score":0.022095442},"labels":[],"label_agreement":null},{"id":"W3203187715","doi":"10.1108/meq-02-2021-0038","title":"Differential impacts of the US–China trade war and the outbreak of COVID-19 on Chinese air quality","year":2021,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"COVID-19 impact on air quality","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":"Workers Compensation Board of Alberta","funders":"","keywords":"Outbreak; China; Air quality index; Convergence (economics); Shock (circulatory); Air pollution; Hazard; Unit root; Economics; Geography; Economic growth; Econometrics; Meteorology; Medicine; Biology; Virology","score_opus":0.024565673657022655,"score_gpt":0.33942491483164344,"score_spread":0.3148592411746208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203187715","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":[0.99630827,0.00024702994,0.00050480565,0.00043410857,0.000022882828,0.000023994358,0.00027544438,0.00000985856,0.0021736263],"genre_scores_gemma":[0.99942374,0.00007847962,0.00007192511,0.00003410305,0.000006393221,0.0000053619165,0.00011613335,0.0000013354991,0.0002625973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987803,0.00024294405,0.00009096182,0.00024303792,0.00032615836,0.00031667843],"domain_scores_gemma":[0.996902,0.0006681591,0.0012962265,0.00020364937,0.0005447918,0.00038528375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010985469,0.00033746604,0.00038501795,0.0008889341,0.0008291905,0.0012684308,0.0004665851,0.00049317325,0.003127724],"category_scores_gemma":[0.0032630109,0.00015647245,0.0008335753,0.0011745726,0.0009437006,0.0006084937,0.0016953811,0.0008124943,0.00016484478],"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":[0.00014035686,0.00013462723,0.97803783,0.00012952766,0.00035083815,0.0004405104,0.0007901239,0.0061814794,0.0008635149,0.0019786507,0.000633895,0.010318627],"study_design_scores_gemma":[0.0000074482373,0.00009714856,0.9896193,0.000028759048,0.00009842786,0.000036943446,0.0013406047,0.006800048,0.0005714156,0.0005811147,0.0008011807,0.00001767859],"about_ca_topic_score_codex":0.07886779,"about_ca_topic_score_gemma":0.060204305,"teacher_disagreement_score":0.07886779,"about_ca_system_score_codex":0.0025551843,"about_ca_system_score_gemma":0.0026717836,"threshold_uncertainty_score":0.15681744},"labels":[],"label_agreement":null},{"id":"W4231793368","doi":"10.1108/meq.2003.14.2.311.6","title":"Restoration of the Great Lakes ‐ Promises, Practices, and Performances20036<i>Restoration of the Great Lakes ‐ Promises, Practices, and Performances</i>. Canada: UBC Press 2002. , ISBN: 0774808713 160 pp. $24.95 in paperback","year":2003,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental ethics; Geography; History; Philosophy","score_opus":0.03286258243109178,"score_gpt":0.2605469202209369,"score_spread":0.22768433778984512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231793368","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":[0.038397074,0.4669779,0.0031136516,0.091318324,0.0094379,0.00014912922,0.00665096,0.00094486785,0.38301012],"genre_scores_gemma":[0.16789815,0.18838476,0.009406128,0.002835107,0.0023755736,0.00007267369,0.0052299565,0.000341268,0.62345636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963224,0.00003990035,0.000017608412,0.000025120285,0.00022573938,0.00005935278],"domain_scores_gemma":[0.99955195,0.000026144886,0.00003868469,0.000023327639,0.00017821637,0.00018160872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009001168,0.00055189605,0.0002737543,0.0006780906,0.00082948647,0.0014689147,0.0005942448,0.0006297061,0.020572936],"category_scores_gemma":[0.0008180154,0.00023168068,0.00017177926,0.00144757,0.0009122643,0.00078694045,0.0013784327,0.0006778541,0.0029922796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007575671,0.00003056819,0.002758842,0.00037171732,0.000020109052,0.0000648549,0.0003728508,0.00046768083,0.0010412699,0.002918132,0.7413306,0.25054768],"study_design_scores_gemma":[0.000007575116,0.00003195368,0.033752102,0.00027393945,0.000014063396,0.00011270138,0.00059342774,0.00018198024,0.0007491042,0.0006815079,0.96358633,0.00001524952],"about_ca_topic_score_codex":0.33665788,"about_ca_topic_score_gemma":0.6924817,"teacher_disagreement_score":0.6633421,"about_ca_system_score_codex":0.0045541697,"about_ca_system_score_gemma":0.00641036,"threshold_uncertainty_score":0.66939664},"labels":[],"label_agreement":null},{"id":"W4282966965","doi":"10.1108/meq-02-2022-0037","title":"Seasonal variation of water quality parameters of surface water in mining areas","year":2022,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Water Quality and Pollution Assessment","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":"Western University","funders":"","keywords":"Turbidity; Total organic carbon; Alkalinity; Wet season; Total dissolved solids; Water quality; Dry season; Environmental science; Suspended solids; Total suspended solids; Dissolved organic carbon; Hydrology (agriculture); Surface water; Environmental chemistry; Particulates; Animal science; Environmental engineering; Chemistry; Wastewater; Chemical oxygen demand; Ecology; Biology; Geology","score_opus":0.04102434085808991,"score_gpt":0.30661819388673833,"score_spread":0.2655938530286484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282966965","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":[0.99969256,0.000033473523,0.00003738974,0.0000049113237,9.1722137e-7,0.0000026132643,0.000065334294,0.0000016979005,0.00016110207],"genre_scores_gemma":[0.9997023,0.000024958515,0.0000615244,0.0000041145922,0.000002670763,0.000004282434,0.00010338882,6.475222e-7,0.00009613307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998841,0.000017365686,0.000010013262,0.000040786115,0.000025117297,0.000022541619],"domain_scores_gemma":[0.99973017,0.000036310033,0.00011768245,0.000014660174,0.000065161024,0.00003608035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015871521,0.00011770552,0.00016528736,0.00038147825,0.00019647056,0.00026913715,0.00013306414,0.00018334299,0.0004045499],"category_scores_gemma":[0.00034705567,0.00008214493,0.00010846031,0.00056800013,0.00018570392,0.00018930706,0.0001784633,0.00012509275,0.00009639373],"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":[0.00013810993,0.000034420667,0.9865775,0.000023246626,0.000028348466,0.00016057007,0.00038412595,0.00010195589,0.0067335186,0.000015388883,0.0000944693,0.005708339],"study_design_scores_gemma":[9.54607e-7,0.000031670214,0.9993167,0.0000012306475,0.0000037782352,0.00005252215,0.00020802314,0.000089856985,0.00018471583,0.0000074479817,0.00010183335,0.0000012746965],"about_ca_topic_score_codex":0.0034909272,"about_ca_topic_score_gemma":0.008561596,"teacher_disagreement_score":0.0034909272,"about_ca_system_score_codex":0.00022063182,"about_ca_system_score_gemma":0.00013862939,"threshold_uncertainty_score":0.0069411993},"labels":[],"label_agreement":null},{"id":"W4387694821","doi":"10.1108/meq-03-2023-0093","title":"How productive is liquid waste management practices in Indian informal micro, small and medium enterprises?","year":2023,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":5,"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, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Productivity; Sustainability; Endogeneity; Business; Dilemma; Industrial organization; Originality; Survey data collection; Economics; Environmental economics; Marketing; Economic growth; Econometrics","score_opus":0.025642037097150308,"score_gpt":0.27620248581915124,"score_spread":0.25056044872200095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387694821","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":[0.9977672,0.00020720044,0.00013036489,0.00034203942,0.0000037821821,0.0000080603495,0.000051413474,0.0000028914026,0.0014870507],"genre_scores_gemma":[0.9994143,0.00019192365,0.00008095092,0.000040929986,0.0000033563242,0.0000033844808,0.00002863951,0.000001125427,0.0002354664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988667,0.00029512547,0.00008179143,0.00013782845,0.00027140224,0.0003472725],"domain_scores_gemma":[0.9952421,0.0012001641,0.0023726544,0.00023144901,0.000444537,0.000509166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010600943,0.00019210657,0.00022422109,0.001036852,0.0008616508,0.0025172746,0.00068072946,0.00034985575,0.0014182262],"category_scores_gemma":[0.005068266,0.0001356568,0.00030088332,0.002119868,0.0017380218,0.0011002,0.0016621351,0.0006427342,0.00020840742],"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":[0.000080908205,0.00019751437,0.94483286,0.00022636066,0.00006494359,0.00055416784,0.014381899,0.00035639934,0.00069821073,0.0012922998,0.00045344245,0.03686099],"study_design_scores_gemma":[0.00000276472,0.000102864986,0.94243306,0.00015693657,0.000055399705,0.0002526248,0.05242729,0.00051673595,0.00053036603,0.0010134524,0.002481512,0.0000268905],"about_ca_topic_score_codex":0.024322882,"about_ca_topic_score_gemma":0.04713674,"teacher_disagreement_score":0.024322882,"about_ca_system_score_codex":0.0015512155,"about_ca_system_score_gemma":0.0017269637,"threshold_uncertainty_score":0.048362613},"labels":[],"label_agreement":null},{"id":"W4388637463","doi":"10.1108/meq-07-2023-0218","title":"Beyond the bin: overcoming the intention–behavior gap in zero-waste living","year":2023,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":23,"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 Chicoutimi","funders":"","keywords":"Theory of planned behavior; Structural equation modeling; Psychology; Originality; Social psychology; Context (archaeology); Value (mathematics); Conceptual model; Norm (philosophy); Zero waste; Control (management); Applied psychology; Knowledge management; Engineering; Computer science; Political science; Management; Economics","score_opus":0.0331438727057336,"score_gpt":0.32488340550518235,"score_spread":0.29173953279944875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388637463","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":[0.98805285,0.00027009397,0.0042668288,0.0023674308,0.000044350567,0.00006493801,0.00002148928,0.000027820231,0.0048842095],"genre_scores_gemma":[0.99734724,0.00009116907,0.0017912239,0.00024003135,0.0000065260097,0.00005023664,0.000015385544,0.000004603763,0.00045353847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982839,0.00091914076,0.0000811325,0.00013912543,0.0003717495,0.00020489527],"domain_scores_gemma":[0.9936127,0.003928272,0.0009264848,0.00033707888,0.00047904043,0.00071647705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044633285,0.00016632941,0.0002720703,0.00042074948,0.00072651834,0.0015283528,0.00054709875,0.0005460722,0.0021808126],"category_scores_gemma":[0.011972745,0.00015316113,0.0003306293,0.00038453945,0.0011176079,0.0016713748,0.0020977466,0.0014688344,0.0001771673],"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":[0.00046273984,0.0060348106,0.4875599,0.0008573282,0.00017964494,0.00032028195,0.03564059,0.0010231258,0.003412394,0.019942569,0.002033774,0.4425328],"study_design_scores_gemma":[0.00008419123,0.003552797,0.84299475,0.0010086712,0.0002676702,0.0005161429,0.06701161,0.014003838,0.0054225894,0.049499992,0.01553471,0.000103043334],"about_ca_topic_score_codex":0.002865079,"about_ca_topic_score_gemma":0.0053814887,"teacher_disagreement_score":0.0044633285,"about_ca_system_score_codex":0.0006623262,"about_ca_system_score_gemma":0.0028450883,"threshold_uncertainty_score":0.023604631},"labels":[],"label_agreement":null},{"id":"W4406749965","doi":"10.1108/meq-05-2024-0183","title":"Opportunities and challenges of strategic planning in the context of circular economy: an exploratory analysis","year":2025,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Circular economy; Context (archaeology); Exploratory analysis; Strategic planning; Business; Process management; Engineering; Management science; Computer science; Marketing; Geology; Data science; Biology","score_opus":0.1174766445763123,"score_gpt":0.30046113800233626,"score_spread":0.18298449342602396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406749965","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":[0.9370555,0.0005295835,0.017514506,0.002669076,0.000018135303,0.00072660996,0.00012029355,0.000031572745,0.041334808],"genre_scores_gemma":[0.99174833,0.0002857925,0.006966902,0.00007035043,0.000002059631,0.0001244803,0.00004072133,0.000007828792,0.0007535305],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9914942,0.005650734,0.00022392276,0.00033927546,0.0011463232,0.001145402],"domain_scores_gemma":[0.9801129,0.015639076,0.0013235321,0.0008490047,0.0015146727,0.0005607534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010634349,0.00042225802,0.00042049267,0.0032936118,0.0059112622,0.009219191,0.0011029184,0.0009458358,0.0020555349],"category_scores_gemma":[0.01800773,0.0004470993,0.00048837636,0.005637681,0.010643996,0.0060072043,0.006226407,0.0017043452,0.00012451294],"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":[0.00015192786,0.00018642572,0.05779054,0.0007071413,0.000052483694,0.0050494405,0.66120684,0.0041655004,0.0017685413,0.19480291,0.0015373935,0.072581],"study_design_scores_gemma":[0.000009353084,0.000059879178,0.012951147,0.00038660166,0.000028306564,0.00049770117,0.93508613,0.004369914,0.00070404087,0.021910341,0.023962194,0.000034310542],"about_ca_topic_score_codex":0.051552933,"about_ca_topic_score_gemma":0.09520082,"teacher_disagreement_score":0.051552933,"about_ca_system_score_codex":0.011772705,"about_ca_system_score_gemma":0.021596963,"threshold_uncertainty_score":0.102505684},"labels":[],"label_agreement":null},{"id":"W4414590743","doi":"10.1108/meq-12-2024-0587","title":"Unveiling two decades of environmental policy research trends: topic modeling-based machine learning insights","year":2025,"lang":"en","type":"article","venue":"Management of Environmental Quality An International Journal","topic":"Sustainability and Climate Change Governance","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":"Toronto Metropolitan University; Ted Rogers Centre for Heart Research","funders":"","keywords":"Latent Dirichlet allocation; Topic model; Scholarship; Profiling (computer programming); Field (mathematics); Policy analysis; Analytics; Climate change; Key (lock)","score_opus":0.06124018371179857,"score_gpt":0.3966194207805703,"score_spread":0.3353792370687717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414590743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6797875,0.09543499,0.09011374,0.076792195,0.0014306142,0.00035481935,0.014508507,0.00060997606,0.040967595],"genre_scores_gemma":[0.95699143,0.015139057,0.018986257,0.0021148147,0.0009555599,0.00026205496,0.0038785266,0.00013332049,0.0015389742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943932,0.0022039283,0.00067321776,0.001201891,0.0011937697,0.00033388747],"domain_scores_gemma":[0.9372827,0.045109384,0.008774267,0.003195827,0.004358349,0.0012794754],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.014288427,0.00036675824,0.00087276666,0.014562466,0.0011416934,0.007285866,0.0009106259,0.0016268673,0.0024820005],"category_scores_gemma":[0.03568079,0.0003899974,0.00091218035,0.022978853,0.0021873252,0.010136046,0.0028298884,0.0023269397,0.0006093915],"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":[0.0004051716,0.00024240969,0.4292877,0.0050682104,0.00059686485,0.00088981644,0.030845337,0.012745567,0.0029097989,0.106295384,0.022930194,0.3877837],"study_design_scores_gemma":[0.000059215094,0.0002853218,0.42668128,0.005847141,0.00044128182,0.0008657166,0.053578343,0.06294402,0.00283602,0.20702732,0.23919277,0.00024154916],"about_ca_topic_score_codex":0.0058478946,"about_ca_topic_score_gemma":0.008043066,"teacher_disagreement_score":0.9857116,"about_ca_system_score_codex":0.002993377,"about_ca_system_score_gemma":0.00431785,"threshold_uncertainty_score":0.07556534},"labels":[],"label_agreement":null}]}