{"id":"W2005824365","doi":"10.1080/08920753.2012.727734","title":"Comparing Fisher Interviews, Logbooks, and Catch Landings Estimates of Extraction Rates in a Small-Scale Fishery","year":2012,"lang":"en","type":"article","venue":"Coastal Management","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scale (ratio); Fishery; Environmental science; Geography; Environmental resource management; Biology; Cartography","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":[0.01121908,0.0004757142,0.000266501,0.003745547,0.0007241616,0.0008016648,0.0006085893,0.0003736353,0.001654956],"category_scores_gemma":[0.06969865,0.0003390079,0.0004175688,0.002412641,0.001119086,0.001865605,0.002261939,0.0004268692,0.000254131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193994,"about_ca_system_score_gemma":0.0009402708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03587046,"about_ca_topic_score_gemma":0.0582765,"domain_scores_codex":[0.9927568,0.004285546,0.0007451997,0.0007075202,0.001066911,0.0004381062],"domain_scores_gemma":[0.9292737,0.04578365,0.01340642,0.002372253,0.008364527,0.0007993153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003551773,0.00007797911,0.9332122,0.0002849277,0.0001354895,0.000120016,0.04415442,0.0005089788,0.0006361177,0.000369512,0.0004019947,0.01974318],"study_design_scores_gemma":[0.00001103621,0.0002137023,0.9527093,0.0001570895,0.00005653126,0.00006694649,0.04327893,0.001066056,0.0005809839,0.0002607662,0.001574845,0.0000238926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955036,0.0001430035,0.001390149,0.0000421429,0.000007916936,0.0001175026,0.0004651325,0.000005631548,0.002324775],"genre_scores_gemma":[0.9953783,0.0002044077,0.002285914,0.00005143806,0.000009637773,0.0003934588,0.0009176409,0.00001124991,0.0007480052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03587046,"threshold_uncertainty_score":0.07132334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03831724550304735,"score_gpt":0.276375472996817,"score_spread":0.2380582274937697,"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."}}