{"id":"W4401047248","doi":"10.1080/11956860.2024.2381969","title":"Cover","year":2024,"lang":"fr","type":"article","venue":"Ecoscience","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Geography; Ecology; Biology; Engineering","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":[0.0004110997,0.0001159517,0.00008694557,0.00003912685,0.0002890341,0.0001188097,0.0002986308,0.00005843765,0.05466566],"category_scores_gemma":[0.0000521908,0.0001110673,0.00004603417,0.0005054224,0.001038746,0.0006902851,0.0004367362,0.0001418001,0.1176131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768076,"about_ca_system_score_gemma":0.00001929922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001087671,"about_ca_topic_score_gemma":0.0004540619,"domain_scores_codex":[0.9987646,0.00003286791,0.000118661,0.0004627382,0.0001933817,0.0004277657],"domain_scores_gemma":[0.99966,0.00008812996,0.00001602074,0.0001626296,0.000002576221,0.00007071542],"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":[9.050645e-7,0.00003954209,0.004928093,0.00004606321,0.00001048739,0.00009338713,0.0002726612,0.0003254264,0.0001053806,0.02070813,0.9597034,0.01376653],"study_design_scores_gemma":[0.00003272072,0.00005144123,0.1088418,0.00004224511,0.00001847467,0.00001005642,0.00003742994,0.009987688,0.00009008791,0.003766568,0.8769884,0.0001331512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02520246,0.006698359,0.004413806,0.05872432,0.01443517,0.0002178397,0.00002355671,0.0001463584,0.8901381],"genre_scores_gemma":[0.4857226,0.001832015,0.000584482,0.003099679,0.0001384269,0.00001434398,6.568542e-7,0.000008008632,0.5085998],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4605201,"threshold_uncertainty_score":0.9461985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008961486678404051,"score_gpt":0.224816668235051,"score_spread":0.2158551815566469,"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."}}