{"id":"W4300519006","doi":"10.47886/9781888569605.ch65","title":"Benthic Habitats and the Effects of Fishing","year":2005,"lang":"en","type":"book-chapter","venue":"American Fisheries Society eBooks","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dredging; Coral; Fishery; Benthic zone; Environmental science; Oceanography; Fishing; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000280642,0.0002860528,0.0002393438,0.0004825744,0.0007503647,0.0007621494,0.0002883705,0.0002611124,0.004578156],"category_scores_gemma":[0.001119215,0.00019789,0.0002561908,0.0005595717,0.0004417504,0.0002068021,0.0006252025,0.0002414539,0.0005329474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001598308,"about_ca_system_score_gemma":0.0007184907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1616651,"about_ca_topic_score_gemma":0.4612297,"domain_scores_codex":[0.9997231,0.00004437318,0.00001521737,0.00005866574,0.00006816776,0.00009034888],"domain_scores_gemma":[0.9991086,0.0001214755,0.0001516069,0.00005391009,0.0001900984,0.000374331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009531734,0.0001119162,0.96522,0.000105457,0.000138352,0.0003974098,0.0004957597,0.0003549861,0.01409389,0.0001368453,0.0007441756,0.0172479],"study_design_scores_gemma":[0.000001501826,0.00004241513,0.9995292,0.000002716885,0.000005143479,0.00001670129,0.00009997549,0.00002086998,0.00004636682,0.000006666886,0.0002267548,0.000001612829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932499,0.0005301423,0.00005700599,0.00004401512,0.000008710395,0.00001286785,0.0005382982,0.000005971143,0.00555307],"genre_scores_gemma":[0.997156,0.0002685756,0.0001008639,0.00004722271,0.000004608049,0.000007182035,0.0003951732,0.000004443905,0.002015876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1616651,"threshold_uncertainty_score":0.3214481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009584875558944975,"score_gpt":0.2145682893414121,"score_spread":0.2049834137824671,"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."}}