{"id":"W1561427341","doi":"10.1126/science.1147800","title":"Tales of a Small, But Crucial, Fish","year":2007,"lang":"en","type":"article","venue":"Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Overexploitation; Fish <Actinopterygii>; Menhaden; Fishery; Natural (archaeology); Environmental ethics; Geography; Biology; Archaeology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000439319,0.0008151212,0.0003160461,0.0005339175,0.002742642,0.002366659,0.0004239013,0.001091929,0.04112447],"category_scores_gemma":[0.000910396,0.0002280598,0.0003114954,0.0003077853,0.002759975,0.003055729,0.002428725,0.001593857,0.01109202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006971738,"about_ca_system_score_gemma":0.001035289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006040301,"about_ca_topic_score_gemma":0.01799062,"domain_scores_codex":[0.9997575,0.00004946501,0.000009333326,0.00006121835,0.0000924858,0.00003007495],"domain_scores_gemma":[0.9998028,0.00004009213,0.00001654689,0.00001063644,0.00003812379,0.00009178327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007741591,0.00002699746,0.001581574,0.0003961466,0.00001568007,0.0004141339,0.003724043,0.00006789749,0.002028744,0.01547329,0.7875257,0.1886683],"study_design_scores_gemma":[0.000001490495,0.00001911828,0.001065442,0.0001888855,0.000004678622,0.0003781538,0.002070449,0.00001276802,0.0001393529,0.001927475,0.994187,0.000005101708],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01590082,0.3405408,0.0026826,0.1779554,0.04225477,0.0000572449,0.000300679,0.0004492062,0.4198585],"genre_scores_gemma":[0.05830242,0.07473747,0.0031802,0.02502122,0.003729112,0.00003102467,0.0001375103,0.0001619997,0.834699],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04112447,"threshold_uncertainty_score":0.137575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429540275193679,"score_gpt":0.2732470442207842,"score_spread":0.2489516414688474,"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."}}