{"id":"W2002223354","doi":"10.1111/j.1523-1739.2012.01832.x","title":"One Fish or Two Fish, Red Fish or Blue Fish","year":2012,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Fishing; Fishery; Marine ecosystem; Fisheries management; Ecosystem; Fish <Actinopterygii>; Marine conservation; Ecosystem-based management; Fish stock; Recreational fishing; Fisheries science; Aquaculture; Geography; Environmental ethics; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002814175,0.0001541329,0.0001913194,0.00003810771,0.000127622,0.00002383412,0.000248033,0.00008964397,0.01194593],"category_scores_gemma":[0.000204215,0.0001239665,0.00004555053,0.0002712415,0.0001911895,0.0002359128,0.001244967,0.0001036656,0.0002905449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009362979,"about_ca_system_score_gemma":0.00001572728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167503,"about_ca_topic_score_gemma":0.01570716,"domain_scores_codex":[0.9987673,0.0001002317,0.0002859948,0.0003117147,0.0001162525,0.0004185161],"domain_scores_gemma":[0.9993023,0.0001289335,0.0001214824,0.0003087237,0.00001610534,0.0001224873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002641047,0.0002882578,0.2001404,0.00002343268,0.00004301483,0.000006108745,0.0002181161,0.00001518742,0.002610332,0.0007000255,0.693704,0.1019871],"study_design_scores_gemma":[0.0005528324,0.000124332,0.2835231,0.000007149867,0.00001770497,0.000005239539,0.00004897275,0.0001367136,0.0004863076,0.0003846665,0.7145359,0.0001771296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881732,0.000005070548,0.0007907984,0.06594621,0.0009173732,0.0006924891,0.0001132233,0.0001956579,0.04316594],"genre_scores_gemma":[0.880219,0.0001094176,0.001186245,0.07289691,0.0003456494,0.0001376602,0.0004541035,0.00002557634,0.04462539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1018099,"threshold_uncertainty_score":0.9889573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04431325841220764,"score_gpt":0.264572300975629,"score_spread":0.2202590425634214,"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."}}