{"id":"W7110638496","doi":"","title":"Assessing population recovery inside British Columbia’s Rockfish Conservation Areas with a remotely operated vehicle","year":2018,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rockfish; Groundfish; Demersal fish; Fishing; Demersal zone; Population; Transect; Overfishing; Population density","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":[0.0003271349,0.0002144536,0.0001791868,0.000708239,0.0004791463,0.00042658,0.0005321035,0.0001917353,0.001072535],"category_scores_gemma":[0.001309818,0.0001662031,0.0001516545,0.0006367289,0.0003042702,0.0002568166,0.0004188907,0.0003036883,0.0002162814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00212652,"about_ca_system_score_gemma":0.0009423336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6669198,"about_ca_topic_score_gemma":0.8960363,"domain_scores_codex":[0.9996912,0.00003810544,0.00001510451,0.00007227252,0.0001202981,0.00006301497],"domain_scores_gemma":[0.9992114,0.00007411655,0.0002539253,0.00006255385,0.0002741171,0.0001237902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009629393,0.00006042655,0.9769439,0.00002166127,0.00004992239,0.0001263347,0.0006816346,0.0007638468,0.001702561,0.00002567396,0.0005258752,0.01900191],"study_design_scores_gemma":[0.00000217571,0.00004277278,0.9988742,0.00000556499,0.000006198421,0.00002224129,0.0003358902,0.0003702244,0.00008500276,0.00000423352,0.0002486865,0.000002803231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988956,0.00003645327,0.00007799329,0.00001280906,9.514571e-7,0.00001081048,0.0002166189,0.000007301188,0.0007413882],"genre_scores_gemma":[0.9983836,0.00005519884,0.0003168242,0.00001472003,0.000001352092,0.00001476056,0.0005270791,0.000002185752,0.0006841797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3330802,"threshold_uncertainty_score":0.6700835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043649767389297,"score_gpt":0.2573386816182512,"score_spread":0.2369021839443582,"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."}}