{"id":"W4283740019","doi":"10.1080/11956860.2022.2085408","title":"Cover","year":2022,"lang":"fr","type":"article","venue":"Ecoscience","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Ecology; Biology; Geography","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":[0.0001885586,0.001116807,0.0006920208,0.002522,0.001155426,0.002507798,0.0009309137,0.001482284,0.923561],"category_scores_gemma":[0.001104996,0.0003101506,0.0006635582,0.001709095,0.0003597404,0.001579619,0.001929494,0.0009298261,0.8512793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006167211,"about_ca_system_score_gemma":0.0005977961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00279893,"about_ca_topic_score_gemma":0.006320462,"domain_scores_codex":[0.9997882,0.0000192443,0.000005498572,0.00004418823,0.0001078643,0.00003502337],"domain_scores_gemma":[0.9995622,0.00009864311,0.00001670568,0.00006355093,0.0001264054,0.0001324929],"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":[0.00004084462,0.00005837846,0.000139008,0.0001548819,0.000003607467,0.00006867495,0.00002414242,0.00009834888,0.0006040495,0.002156832,0.8680087,0.1286426],"study_design_scores_gemma":[0.000007039893,0.00001218486,0.0004970856,0.00006655109,0.00000210027,0.00004443429,0.00002662301,0.0000849061,0.0001405912,0.0006008131,0.9985141,0.000003449309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004029114,0.0004760187,0.0004151493,0.0002922721,0.0007476462,0.0000828722,0.002336897,0.0005424735,0.9947037],"genre_scores_gemma":[0.0008861635,0.0002734298,0.0002006353,0.0001093851,0.000187627,0.00002214637,0.001196288,0.0002167391,0.9969075],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07643896,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893437661858819,"score_gpt":0.2519501072522811,"score_spread":0.2330157306336929,"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."}}