{"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":"f591539ca522","filters":{"venue":"Biodiversity & Ecology"}},"results":[{"id":"W2321665069","doi":"10.7809/b-e.00219","title":"Vegetation Database of Québec (MRNF)","year":2012,"lang":"en","type":"article","venue":"Biodiversity & Ecology","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ministère des Ressources naturelles et des Forêts (Québec)","funders":"","keywords":"Vegetation (pathology); Geography; Database; Computer science","authors":[{"name":"Mélanie Major","is_ca":true},{"name":"Jocelyn Gosselin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03024583446185292,"gpt":0.1977885541388976,"spread":0.1675427196770447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001416875,0.00005757585,0.0001185431,0.000007657274,0.0001802882,0.000001895623,0.0001041823,0.00008030602,0.0006121731],"category_scores_gemma":[0.00004091632,0.00002524543,0.00003920793,0.00007551747,0.0001056008,0.0001018717,0.00007033886,0.00004858439,0.0002981592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001854861,"about_ca_system_score_gemma":0.000006699185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002118629,"about_ca_topic_score_gemma":0.0470885,"domain_scores_codex":[0.9995416,0.00004777208,0.00008189414,0.00009415576,0.00004417488,0.0001903569],"domain_scores_gemma":[0.999593,0.0002376044,0.00006575105,0.0000256605,0.00003081568,0.00004713324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002015759,0.00009056966,0.9774472,0.000004712304,0.00002149615,0.000001518469,0.000108364,1.284356e-7,0.01602397,0.0001037497,0.00528904,0.0008890867],"study_design_scores_gemma":[0.00007471848,0.00009977342,0.977249,0.000001333306,0.00002396066,0.000003547691,0.0002630877,0.000001062632,0.0009989694,0.000008086437,0.02121866,0.00005783096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970979,0.0003249611,3.386958e-7,0.001203951,0.0002612142,0.00006463127,0.0001301287,0.00001997266,0.0008968629],"genre_scores_gemma":[0.9993987,0.0000467536,0.00004413353,0.0003230259,0.00006408981,0.000001386602,0.0000553315,8.183152e-8,0.00006646127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04496987,"threshold_uncertainty_score":0.9702997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2328955228","doi":"10.7809/b-e.00113","title":"New Zealand National Vegetation Databank","year":2012,"lang":"en","type":"article","venue":"Biodiversity & Ecology","topic":"Forest ecology and management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Vegetation (pathology); Geography; Forestry; Medicine","authors":[{"name":"Hazel Broadbent","is_ca":false},{"name":"Nick Spencer","is_ca":false},{"name":"Susan K. Wiser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01474062695221721,"gpt":0.2117149166650129,"spread":0.1969742897127957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001731758,0.00005236177,0.00005454575,0.00002791452,0.000128902,0.000004238802,0.0001221046,0.00006124533,0.01055219],"category_scores_gemma":[0.00002068291,0.00005458842,0.00001953057,0.00006239513,0.00007554244,0.0002617512,0.0002467511,0.00004660269,0.01152347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001347548,"about_ca_system_score_gemma":0.000009235482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001992548,"about_ca_topic_score_gemma":0.0007767393,"domain_scores_codex":[0.9994896,0.0000277307,0.00005576571,0.0001203028,0.00009828794,0.000208302],"domain_scores_gemma":[0.9997852,0.000025928,0.0000354314,0.00006713255,0.000003776566,0.00008254391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006010223,0.00003330008,0.6358196,6.983823e-7,0.000007574917,0.000001054726,0.00008311214,0.00003560614,0.00002664175,0.00126752,0.3625966,0.0001222615],"study_design_scores_gemma":[0.0002041376,0.00002461853,0.7969272,1.853532e-7,0.00001078965,0.000002130782,0.00001050716,0.000008217574,0.00002536737,0.0007215005,0.202016,0.00004936671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9479796,0.000019647,0.0003398921,0.002349121,0.001081615,0.0002045687,0.00001511737,0.00004632025,0.04796408],"genre_scores_gemma":[0.9941446,0.000007010412,0.001390094,0.001287993,0.00005707772,0.000002034488,0.0000709743,0.000001205115,0.003038995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1611076,"threshold_uncertainty_score":0.9903523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}