{"id":"W4391454054","doi":"10.5751/es-13902-290109","title":"The chronology of overfishing in a remote West-African coastal ecosystem","year":2024,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overfishing; Geography; Ecosystem; Chronology; Environmental resource management; Fishery; Ecology; Environmental science; Fishing; Archaeology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003901277,0.0002795956,0.0001433455,0.004441737,0.0009737547,0.0006912319,0.0003329453,0.0002422366,0.002943957],"category_scores_gemma":[0.001414814,0.0002038285,0.0001438791,0.00473772,0.0006770771,0.0009871611,0.0008388358,0.0003830492,0.0002296818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000944095,"about_ca_system_score_gemma":0.000657216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03678895,"about_ca_topic_score_gemma":0.1358256,"domain_scores_codex":[0.9998335,0.00002040937,0.00002692314,0.00004192107,0.00002464262,0.00005255302],"domain_scores_gemma":[0.9984198,0.0001974728,0.0007812043,0.00006302432,0.0003494761,0.000189039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000112086,0.00001748327,0.9528368,0.0003796625,0.0000394451,0.001088847,0.01122668,0.0002095794,0.005183003,0.0010842,0.00103455,0.02678775],"study_design_scores_gemma":[6.354184e-7,0.00001115634,0.9940798,0.0000477718,0.000005452208,0.0002612341,0.002056356,0.00005013437,0.0001717414,0.00004683249,0.003264951,0.000003820656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954399,0.001095602,0.0001302679,0.000103929,0.00001319776,0.00001373436,0.001021696,0.00001017064,0.002171457],"genre_scores_gemma":[0.9952847,0.001903022,0.0007063163,0.00002459457,0.0000131897,0.00002244204,0.0007797095,0.00000561635,0.001260432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03678895,"threshold_uncertainty_score":0.07314962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00721522870323353,"score_gpt":0.2502745058544103,"score_spread":0.2430592771511768,"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."}}