{"id":"W2073326924","doi":"10.1139/f06-141","title":"Hierarchical approach to the assessment of fishing effects on non-target chondrichthyans: case study of <i>Squalus megalops</i> in southeastern Australia","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Fishery; Otter; Fisheries management; Productivity; Geography; Population; Biology; Demography","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":[0.001689219,0.0003760958,0.0002107894,0.001119968,0.000700064,0.0004049091,0.000623467,0.0003955052,0.0008219547],"category_scores_gemma":[0.002615936,0.0001611132,0.0004804254,0.0004503587,0.0005106452,0.0002701423,0.0009455843,0.0003030393,0.00007860757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190655,"about_ca_system_score_gemma":0.001444246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0825399,"about_ca_topic_score_gemma":0.1660912,"domain_scores_codex":[0.9991346,0.0004871248,0.00005070963,0.00009188915,0.0001520731,0.00008361394],"domain_scores_gemma":[0.9986458,0.0006402902,0.0002138034,0.00006491597,0.0003208706,0.0001143005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007404184,0.001021103,0.6184556,0.0005949475,0.0003495118,0.004461506,0.006802517,0.1719291,0.0208942,0.004142076,0.0006669046,0.1699421],"study_design_scores_gemma":[0.00006428091,0.002113289,0.5566532,0.0001273811,0.0002817721,0.0008668581,0.008004087,0.417975,0.007058138,0.004796005,0.001961068,0.00009889431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891117,0.00006052837,0.009218646,0.00008027934,0.000001488704,0.0001874728,0.00007315898,0.00002440539,0.001242323],"genre_scores_gemma":[0.9768522,0.00004653188,0.02232265,0.00001743118,0.00000174593,0.0000462764,0.00006324655,0.000003458353,0.0006465107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0825399,"threshold_uncertainty_score":0.1641189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844678368114642,"score_gpt":0.2538656462289757,"score_spread":0.2354188625478293,"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."}}