{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001154785,0.000590526,0.0005923891,0.001427353,0.001123251,0.001334461,0.0005111682,0.0005208225,0.8821744],"category_scores_gemma":[0.0005264999,0.000194108,0.0002710879,0.001638143,0.0001497753,0.001007366,0.001273652,0.0006093128,0.7605141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003256233,"about_ca_system_score_gemma":0.0002601778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004649535,"about_ca_topic_score_gemma":0.01084717,"domain_scores_codex":[0.9998655,0.00001078873,0.000005097127,0.00003429435,0.00005913434,0.00002508904],"domain_scores_gemma":[0.9996279,0.00004160441,0.00001981576,0.00004765559,0.0001453478,0.0001175839],"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":[0.00002410544,0.00001359439,0.0001863031,0.00006662642,0.000001292359,0.00002328161,0.00002488292,0.00001981767,0.0003456278,0.0004877273,0.9608868,0.03792005],"study_design_scores_gemma":[0.000005748162,0.000007896017,0.002335388,0.00004835084,0.000001353974,0.00004839471,0.00003662324,0.00005706207,0.00007310777,0.000147112,0.9972344,0.000004517601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001308119,0.0006027204,0.0004058659,0.0004267904,0.0006795601,0.00009789422,0.02895047,0.001285849,0.9662427],"genre_scores_gemma":[0.005468261,0.0005598745,0.0003776909,0.0002988017,0.000249211,0.0000566556,0.01794496,0.0007104657,0.9743342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1178256,"threshold_uncertainty_score":0,"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."}}