{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000102844,0.0006724015,0.0006575797,0.001430445,0.001180484,0.001449169,0.0005744633,0.0006561542,0.9108974],"category_scores_gemma":[0.0006017459,0.0002448558,0.0002971604,0.001468796,0.0002224906,0.001157228,0.001454996,0.0008959767,0.8158944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003473556,"about_ca_system_score_gemma":0.0002469876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004249035,"about_ca_topic_score_gemma":0.009611254,"domain_scores_codex":[0.9998815,0.000009785637,0.000004369555,0.00002912125,0.00005145191,0.0000236442],"domain_scores_gemma":[0.9995565,0.00006314423,0.00002126819,0.00005573666,0.0001752659,0.0001281124],"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":[0.00002093618,0.00001411942,0.0001197391,0.00006170409,0.000001088001,0.00002600396,0.00001908092,0.00001959551,0.0003190044,0.0004612968,0.9713427,0.02759467],"study_design_scores_gemma":[0.000006050167,0.000007686384,0.001352439,0.00005118051,0.000001163598,0.00004587306,0.00003588329,0.00006098628,0.00007513878,0.0001450197,0.9982146,0.000003972105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007347362,0.0004406587,0.0003158229,0.0004011983,0.0007679329,0.00008123072,0.01010239,0.001173387,0.9859826],"genre_scores_gemma":[0.003470202,0.0005069376,0.0002738228,0.0004058112,0.0003324944,0.00004832066,0.006926296,0.0007564027,0.9872798],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08910263,"threshold_uncertainty_score":0,"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."}}