{"meta":{"query_hash":"5bb94ef2081b","filters":{"venue":"Transactions on Environment Energy and Earth Sciences"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/5bb94ef2081b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Transactions+on+Environment+Energy+and+Earth+Sciences"},"results":[{"id":"W4405388732","doi":"10.62051/s74xvx42","title":"The harm of difficult to degrade plastics to animals and the surrounding environment","year":2024,"lang":"en","type":"article","venue":"Transactions on Environment Energy and Earth Sciences","topic":"Recycling and Waste Management Techniques","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":"University of Victoria","funders":"","keywords":"Harm; Forensic engineering; Business; Environmental science; Engineering; Psychology; Social psychology","score_opus":0.011784470255723302,"score_gpt":0.21710651054125893,"score_spread":0.20532204028553563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405388732","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":[0.92814326,0.015757907,0.010883407,0.002558207,0.0002703701,0.00008811113,0.0002943706,0.0000947484,0.041909624],"genre_scores_gemma":[0.94349706,0.016259165,0.0079838615,0.0018638183,0.00007322693,0.00004820648,0.00021075795,0.000044514327,0.030019425],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99949527,0.000116940326,0.000026890324,0.000058605285,0.00020102512,0.00010127022],"domain_scores_gemma":[0.9994486,0.000101346166,0.00023540645,0.00006742849,0.000090176974,0.000056957495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045741926,0.0004660426,0.0002402923,0.0006467905,0.0007338193,0.0011901452,0.00026873665,0.0009576898,0.0068070707],"category_scores_gemma":[0.0006099516,0.00014129368,0.0005479784,0.00049147796,0.0005623842,0.0005977258,0.0010226235,0.00051129813,0.0013845098],"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":[0.00038937156,0.0006094058,0.07750409,0.0021017015,0.0002516198,0.0034060178,0.001221082,0.002132445,0.62821263,0.0055282023,0.003794209,0.27484924],"study_design_scores_gemma":[0.000026240314,0.003607271,0.18422511,0.0017103517,0.00029153767,0.017561078,0.009212979,0.0026172597,0.5489289,0.009838505,0.22184172,0.00013904233],"about_ca_topic_score_codex":0.0012154568,"about_ca_topic_score_gemma":0.0026742178,"teacher_disagreement_score":0.0068070707,"about_ca_system_score_codex":0.0003044719,"about_ca_system_score_gemma":0.0005941681,"threshold_uncertainty_score":0.022771895},"labels":[],"label_agreement":null},{"id":"W4405388883","doi":"10.62051/3cmhbd41","title":"Spatiotemporal Analysis of the Bohai Sea Coastline Based on GIS and Remote Sensing","year":2024,"lang":"en","type":"article","venue":"Transactions on Environment Energy and Earth Sciences","topic":"Environmental Changes in China","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":"University of Toronto","funders":"","keywords":"Remote sensing; Oceanography; Geology; Environmental science","score_opus":0.012589462198632563,"score_gpt":0.2164512885175608,"score_spread":0.20386182631892824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405388883","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":[0.9899967,0.0002763535,0.0026102504,0.00009810209,0.000015488764,0.000038132435,0.0035286911,0.00009023447,0.0033460453],"genre_scores_gemma":[0.9942702,0.00018019104,0.0023997675,0.0000070570454,0.0000054743027,0.000028985505,0.002706308,0.0000054436864,0.0003965453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998305,0.000024219533,0.000019742953,0.000042657754,0.00005731804,0.000025531326],"domain_scores_gemma":[0.9997658,0.000040073868,0.000059691898,0.000020822115,0.00008354932,0.000029990337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024785785,0.00023245155,0.00013331548,0.0030439296,0.00024627583,0.0004658241,0.0001684986,0.00011202666,0.0008626818],"category_scores_gemma":[0.0005364584,0.00012982666,0.00030789213,0.002707993,0.00020301,0.00045742077,0.000382899,0.00012750324,0.000101746875],"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":[0.00007360897,0.000052099105,0.9392636,0.00014723527,0.00012829177,0.0004260122,0.0010836025,0.012816092,0.006286249,0.0012963968,0.0016211142,0.036805738],"study_design_scores_gemma":[0.000002568874,0.000019519483,0.97589344,0.000017614788,0.00002552523,0.00006315025,0.0009807453,0.020369373,0.00050080015,0.00013427789,0.0019781147,0.000014898138],"about_ca_topic_score_codex":0.07312279,"about_ca_topic_score_gemma":0.077237,"teacher_disagreement_score":0.07312279,"about_ca_system_score_codex":0.00056683086,"about_ca_system_score_gemma":0.0004928154,"threshold_uncertainty_score":0.14539433},"labels":[],"label_agreement":null},{"id":"W4405388946","doi":"10.62051/14b9fc20","title":"Application Of Spatio-Temporal Remote Sensing Data Analysis in Fire Monitoring","year":2024,"lang":"en","type":"article","venue":"Transactions on Environment Energy and Earth Sciences","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Remote sensing; Computer science; Environmental science; Geography","score_opus":0.021938341529537782,"score_gpt":0.22511789415844113,"score_spread":0.20317955262890336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405388946","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":[0.2597358,0.004847946,0.71591014,0.0015195463,0.00031729965,0.0002843258,0.0029507417,0.0011487039,0.013285526],"genre_scores_gemma":[0.7800745,0.0017180895,0.21610604,0.00012909496,0.00009083519,0.00007069719,0.0009620932,0.000044155437,0.0008044398],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99934727,0.00025001826,0.000070536495,0.00012576648,0.00017136683,0.000035070112],"domain_scores_gemma":[0.9987086,0.0005933403,0.00022977096,0.0001406245,0.00028342693,0.000044228327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001486362,0.00048215291,0.00026341708,0.003454868,0.00036385257,0.0010263753,0.0004466414,0.00042937568,0.0007446006],"category_scores_gemma":[0.002578926,0.00020837029,0.0006864916,0.0030469785,0.00035902538,0.0009896604,0.00047200304,0.00036967118,0.00021931468],"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":[0.00032272743,0.0003426029,0.14885783,0.00074142736,0.000587586,0.0010440177,0.00071493094,0.1523888,0.033338897,0.016446797,0.0033098857,0.6419045],"study_design_scores_gemma":[0.000026650754,0.0001674036,0.072274715,0.00017584432,0.00022897313,0.00067811325,0.001152004,0.87514246,0.017024806,0.014387963,0.018655855,0.0000852481],"about_ca_topic_score_codex":0.010121607,"about_ca_topic_score_gemma":0.011355438,"teacher_disagreement_score":0.010121607,"about_ca_system_score_codex":0.00054097135,"about_ca_system_score_gemma":0.000744668,"threshold_uncertainty_score":0.02012539},"labels":[],"label_agreement":null},{"id":"W4405396635","doi":"10.62051/925t1f10","title":"Comparing Water Treatment Systems in China and Canada: Technologies, Policies, and Historical Contexts","year":2024,"lang":"en","type":"article","venue":"Transactions on Environment Energy and Earth Sciences","topic":"Hydropower, Displacement, Environmental Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Business; Industrialisation; Environmental planning; Sustainability; Indigenous; Corporate governance; Population; Natural resource economics; Environmental resource management; Environmental economics; Environmental science; Economics; Ecology","score_opus":0.01955939017023781,"score_gpt":0.27726702745680804,"score_spread":0.2577076372865702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405396635","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":[0.865928,0.014244687,0.0011312137,0.01103808,0.00007954578,0.00011701285,0.0025017676,0.00006680621,0.10489291],"genre_scores_gemma":[0.9877087,0.0052366233,0.0006124145,0.00043562998,0.000011806952,0.000021281434,0.00053994573,0.000011032664,0.0054225987],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9979317,0.00014748979,0.000072092975,0.00014157762,0.0007595197,0.0009476064],"domain_scores_gemma":[0.9972063,0.00025771253,0.00038630568,0.00006869932,0.0015944055,0.00048655222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010207143,0.00025602206,0.0002517322,0.0049301824,0.0047978964,0.0034576845,0.0008915111,0.00056632864,0.0015670588],"category_scores_gemma":[0.0026058694,0.00020328756,0.00031490115,0.012504959,0.003339493,0.0011622483,0.0014333589,0.0008827476,0.00006789548],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037161086,0.00021487875,0.44060713,0.00092871353,0.00025500925,0.0015299856,0.020403253,0.010414359,0.0028743234,0.3156836,0.018886514,0.18783066],"study_design_scores_gemma":[0.000025194333,0.000103330065,0.8111152,0.0004458398,0.0001169604,0.00021804159,0.029207455,0.003326366,0.001868066,0.0042099687,0.14920087,0.00016264319],"about_ca_topic_score_codex":0.99093467,"about_ca_topic_score_gemma":0.99596006,"teacher_disagreement_score":0.16008213,"about_ca_system_score_codex":0.16008213,"about_ca_system_score_gemma":0.12569116,"threshold_uncertainty_score":0.9741857},"labels":[],"label_agreement":null},{"id":"W4405396646","doi":"10.62051/n35r8c16","title":"Unveiling the Urban Mosaic of Metro Vancouver: Shaping a New Urban Identity","year":2024,"lang":"en","type":"article","venue":"Transactions on Environment Energy and Earth Sciences","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mosaic; Identity (music); Multiculturalism; Sociology; Space (punctuation); Immigration; Place identity; Urban planning; Personality psychology; Urban space; Geography; Economic geography; Regional science; Civil engineering; Computer science; Aesthetics; Engineering; Social psychology; Psychology; Personality","score_opus":0.0260023438864863,"score_gpt":0.26009255475655824,"score_spread":0.23409021087007192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405396646","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":[0.94048953,0.00031810763,0.0030896906,0.001302196,0.000034912522,0.000050574436,0.00018853742,0.000036239457,0.054490276],"genre_scores_gemma":[0.99372536,0.00019899395,0.0021486122,0.000048631995,0.0000051571064,0.000013345146,0.00009118187,0.000019933535,0.003748835],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9995834,0.00017127661,0.000010696747,0.000043618402,0.000108977656,0.00008193244],"domain_scores_gemma":[0.99955183,0.000092815484,0.00004537789,0.00004409734,0.00012979856,0.00013611634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053398364,0.0001939711,0.00017793031,0.0017467096,0.0056501646,0.006971315,0.00045980688,0.00035861027,0.0026210407],"category_scores_gemma":[0.0011778381,0.00018565418,0.00011470335,0.0025500185,0.0036098748,0.0013043812,0.0036108594,0.0005123517,0.0001755754],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012277212,0.000049179405,0.14168653,0.00018558769,0.000031172094,0.0013525628,0.67843974,0.00079627114,0.0039985892,0.040908884,0.0073410077,0.12508774],"study_design_scores_gemma":[0.0000053876374,0.000028145601,0.08685393,0.00013225015,0.00001795011,0.0004131728,0.80872214,0.0012929103,0.0005322519,0.004983285,0.09698643,0.000032201795],"about_ca_topic_score_codex":0.3439242,"about_ca_topic_score_gemma":0.67655396,"teacher_disagreement_score":0.65607584,"about_ca_system_score_codex":0.00323674,"about_ca_system_score_gemma":0.003519008,"threshold_uncertainty_score":0.6838447},"labels":[],"label_agreement":null}]}