{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"1f60b7c7b672","filters":{"venue":"Theoretical and Applied Ecology"}},"results":[{"id":"W4415472463","doi":"10.25750/1995-4301-2025-3-195-201","title":"The environmental legal narrative of renewable energy sources: legal regulation in the Russian Federation and Canada","year":2025,"lang":"","type":"article","venue":"Theoretical and Applied Ecology","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Russian federation; Renewable energy; Legislature; Sustainable development; Energy policy; State (computer science); Feed-in tariff; Government (linguistics)","authors":[{"name":"E. S. Koshcheeva","is_ca":false},{"name":"M.A. Smirnov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003031772360930031,"gpt":0.2126627316973735,"spread":0.2096309593364435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002595243,0.0002388647,0.0002947733,0.001437408,0.01262916,0.007024722,0.001353714,0.001965519,0.001641535],"category_scores_gemma":[0.003837703,0.0002505438,0.0003965911,0.002657228,0.00610855,0.001227852,0.001871247,0.002115574,0.0001630337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08465305,"about_ca_system_score_gemma":0.1555278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9764523,"about_ca_topic_score_gemma":0.9689539,"domain_scores_codex":[0.9959,0.0005182893,0.0002005406,0.0004381165,0.001864363,0.001078731],"domain_scores_gemma":[0.9970719,0.0006531106,0.0002155296,0.0001420895,0.001743325,0.0001741209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000016348,0.00001658114,0.003575552,0.00008458295,0.00001359286,0.0003225815,0.009248517,0.001334561,0.0004032346,0.9606139,0.01119775,0.0131728],"study_design_scores_gemma":[0.000021898,0.00002877957,0.04261751,0.0006887216,0.00009109985,0.0003601377,0.02172237,0.003716289,0.001899926,0.04752052,0.8811162,0.000216527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2890406,0.01941698,0.00558995,0.04114009,0.000477248,0.0001354942,0.001421015,0.0001377568,0.6426409],"genre_scores_gemma":[0.9545267,0.004214058,0.001689402,0.002894344,0.00003803803,0.00004098357,0.000319692,0.00003087319,0.0362459],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08465305,"threshold_uncertainty_score":0.6142038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3215709366","doi":"10.25750/1995-4301-2020-3-029-035","title":"A dynamical model of the coral-algae competition in a coral reef ecosystem","year":2020,"lang":"en","type":"article","venue":"Theoretical and Applied Ecology","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MacEwan University","funders":"","keywords":"Coral reef; Resilience of coral reefs; Coral reef organizations; Coral; Environmental issues with coral reefs; Aquaculture of coral; Competition (biology); Coral reef protection; Ecology; Algae; Ecosystem; Environmental science; Coral bleaching; Reef; Oceanography; Fishery; Biology; Geology","authors":[{"name":"Ion Bica","is_ca":true},{"name":"M. Solomonovich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006810707466602117,"gpt":0.1814869042462753,"spread":0.1746761967796731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008094581,0.0006628411,0.001356979,0.0008251455,0.001022246,0.002273189,0.002477901,0.003421174,0.005753707],"category_scores_gemma":[0.003354174,0.0006788527,0.001050639,0.0009185689,0.001693118,0.00245713,0.001647684,0.001567664,0.0005157696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001756871,"about_ca_system_score_gemma":0.001613898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02621217,"about_ca_topic_score_gemma":0.01485156,"domain_scores_codex":[0.9996634,0.000124579,0.00001539764,0.00006820452,0.00004805754,0.00008051754],"domain_scores_gemma":[0.9984687,0.0007395847,0.0002365089,0.00005413844,0.0001454592,0.000355579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006618354,0.00006765981,0.002053206,0.00006279808,0.00005596862,0.0002809962,0.0001082963,0.8682226,0.001327814,0.1235782,0.002551425,0.001624886],"study_design_scores_gemma":[0.00002738501,0.00001572221,0.0003655414,0.000005086828,0.000009909485,0.00002998687,0.00003195,0.9874567,0.00001963508,0.01172121,0.0003041044,0.0000126571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6427435,0.001744589,0.2775078,0.009101637,0.0005272382,0.0001088037,0.002069303,0.0004184184,0.06577884],"genre_scores_gemma":[0.9755563,0.0005264314,0.005278197,0.0002716691,0.000130355,0.00009384301,0.0002984043,0.00006560414,0.0177791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02621217,"threshold_uncertainty_score":0.05211926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}