{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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"},"query_hash":"fa36c1595d20","filters":{"venue":"OECD environment policy papers"}},"results":[{"id":"W4205889249","doi":"10.1787/23097841","title":"OECD Environment Policy Papers","year":2013,"lang":"en","type":"paratext","venue":"OECD environment policy papers","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"European Commission; Planbureau voor de Leefomgeving; Royal Bank of Canada","keywords":"Environmental science","retraction":null,"screen_n_in":null,"score":{"opus":0.03806498718121429,"gpt":0.2246509070652021,"spread":0.1865859198839878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004727588,0.001759797,0.002240125,0.001483287,0.0005153189,0.0003586781,0.001462903,0.001494941,0.1967254],"category_scores_gemma":[0.00005309237,0.00214307,0.00106556,0.0001420988,0.0006895467,0.0003942153,0.0009042997,0.001110678,0.5434608],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00436066,"about_ca_system_score_gemma":0.0001624037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007668564,"about_ca_topic_score_gemma":0.00004359603,"domain_scores_codex":[0.9924602,0.00008136682,0.002301641,0.002387351,0.000228962,0.002540494],"domain_scores_gemma":[0.9946378,0.0001509515,0.001806368,0.002408748,0.000004381854,0.0009917107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001553687,0.001622382,0.002513044,0.001180482,0.002816977,0.00004103993,0.005047222,0.01165148,0.00178384,0.1245331,0.8225544,0.02610067],"study_design_scores_gemma":[0.001141531,0.0001701619,0.001699623,0.00003774963,0.00005310274,0.00001644944,0.0001671276,0.0001049313,0.0001004022,0.001780011,0.9926065,0.002122394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004855021,0.005317393,0.00003660627,0.01227315,0.001484301,0.001424997,0.006573881,0.0001022159,0.9679325],"genre_scores_gemma":[0.02331288,0.1566216,0.00044797,0.0133639,0.007764337,0.001022773,0.002735609,0.0007478435,0.793983],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3467354,"threshold_uncertainty_score":0.9998013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367294184","doi":"10.1787/d52137a5-en","title":"Assessing biodiversity-related financial risks","year":2023,"lang":"en","type":"report","venue":"OECD environment policy papers","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"European Commission; Royal Bank of Canada","keywords":"Biodiversity; Business; Finance; Financial risk; Key (lock); Environmental resource management; Computer science; Economics; Ecology; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.1133399415060488,"gpt":0.3336743179373267,"spread":0.2203343764312779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008624405,0.0007620546,0.0005837493,0.0002895732,0.0005522249,0.0001611711,0.0007057763,0.0006381482,0.02619543],"category_scores_gemma":[0.0001387859,0.00081383,0.000409588,0.0003059912,0.0006837769,0.0004027492,0.001685648,0.000719136,0.05135201],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004420411,"about_ca_system_score_gemma":0.0001591169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009655095,"about_ca_topic_score_gemma":0.0002922945,"domain_scores_codex":[0.9947269,0.0001612464,0.00074782,0.001281829,0.002139535,0.0009426806],"domain_scores_gemma":[0.9980137,0.00007728981,0.0005890417,0.0009452401,0.000003038896,0.000371681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000198285,0.0003886087,0.05132005,0.000136498,0.0003026201,0.0002764525,0.0004012061,0.007052884,0.002613648,0.0001032492,0.8581296,0.07925536],"study_design_scores_gemma":[0.0003540746,0.0000414296,0.2645106,0.00002855347,0.0001328692,0.000007593287,0.0000859685,0.00002175103,0.00004821448,0.00009012179,0.7340277,0.0006510494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04627551,0.000122993,0.00003088799,0.007687465,0.001454537,0.00131387,0.0002367698,0.0005659616,0.942312],"genre_scores_gemma":[0.1997871,0.04660352,0.001697113,0.02368441,0.001614288,0.0005778613,0.003893595,0.0007461921,0.7213959],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2209161,"threshold_uncertainty_score":0.9994313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232462009","doi":"10.1787/5jxrcllp4gln-en","title":"Greening Household Behaviour","year":2014,"lang":"en","type":"paratext","venue":"OECD environment policy papers","topic":"Social Issues and Policies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"EPIC; Work (physics); Geography; Scale (ratio); Business; Survey data collection; Economic growth; Socioeconomics; Economics; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02885077209644104,"gpt":0.3079885112422488,"spread":0.2791377391458078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003858808,0.0004702122,0.0005602631,0.000193423,0.001004856,0.0001748921,0.0006787938,0.0007955421,0.01544028],"category_scores_gemma":[0.0000412054,0.000501016,0.0003402791,0.0001113528,0.0008185479,0.00009225789,0.0001678924,0.0004934401,0.01983829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006981065,"about_ca_system_score_gemma":0.0001582814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07851831,"about_ca_topic_score_gemma":0.0009857422,"domain_scores_codex":[0.9969024,0.0003431693,0.0003678347,0.0005185346,0.0008288744,0.001039168],"domain_scores_gemma":[0.9986517,0.0001361291,0.000307784,0.0004926851,0.000005789099,0.0004058615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001650796,0.000144854,0.001791551,0.00006945757,0.0002069058,0.00001089655,0.06224399,0.0008200579,0.0002841667,0.0099232,0.9037178,0.02077062],"study_design_scores_gemma":[0.0001633954,0.00003965114,0.001184706,0.00003026057,0.00006972843,4.945565e-7,0.00117032,6.782701e-7,0.00002273464,0.00006037654,0.9967076,0.0005500605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007965041,0.0008156542,0.000007190827,0.004764736,0.001239381,0.0003958878,0.0001944124,0.0001030516,0.9845147],"genre_scores_gemma":[0.1220261,0.01205986,0.00008864665,0.003023599,0.009957132,0.00008202247,0.000161227,0.0001418687,0.8524595],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1320551,"threshold_uncertainty_score":0.9997441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}