{"id":"W4386229763","doi":"10.1080/11956860.2023.2247286","title":"COVER","year":2023,"lang":"fr","type":"article","venue":"Ecoscience","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecology; Geography; Environmental science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006427226,0.0001113235,0.00008854968,0.00006270436,0.000330866,0.00004493705,0.0004739527,0.00007702259,0.04522275],"category_scores_gemma":[0.00008775603,0.0001162825,0.00004617761,0.001353269,0.0008951051,0.0004238423,0.0005290782,0.000117423,0.355298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001651089,"about_ca_system_score_gemma":0.00002204164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003110901,"about_ca_topic_score_gemma":0.000294727,"domain_scores_codex":[0.9985173,0.00004900692,0.000137111,0.0004043585,0.0002631534,0.0006290625],"domain_scores_gemma":[0.9994811,0.00006720312,0.00004370954,0.000275634,0.000003567774,0.0001287279],"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":[0.000003318066,0.00008261954,0.008484628,0.00001793199,0.000004800045,0.0001206775,0.0003476291,0.01115946,0.001655288,0.02184798,0.9339661,0.02230954],"study_design_scores_gemma":[0.0000860348,0.00006651712,0.3650802,0.00000915085,0.000005431616,0.000008700351,0.00003579736,0.01570915,0.0001943939,0.004346583,0.614332,0.0001259976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5826348,0.0003707935,0.00101228,0.01123212,0.01065181,0.0003429599,0.00002675583,0.0002251452,0.3935033],"genre_scores_gemma":[0.6292732,0.0004554454,0.0002840622,0.001385231,0.00006444972,0.00001568173,0.000002256666,0.000006932611,0.3685128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3565956,"threshold_uncertainty_score":0.95565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229434687014089,"score_gpt":0.2295894630579517,"score_spread":0.2172951161878108,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}