{"id":"W2040934056","doi":"10.1016/s0165-7836(02)00251-5","title":"Fishery-independent trap surveys of lobsters (Homarus americanus): design considerations","year":2003,"lang":"en","type":"article","venue":"Fisheries Research","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada; Bedford Institute of Oceanography","funders":"","keywords":"Homarus; Fishery; Trap (plumbing); American lobster; Fishing; Abundance (ecology); Environmental science; Sampling (signal processing); Stratified sampling; Oceanography; Geography; Crustacean; Statistics; Biology; Meteorology; Mathematics; Geology; Engineering","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":[0.07642993,0.0009368017,0.001605228,0.001576686,0.002006066,0.001858396,0.002926057,0.00299687,0.002318889],"category_scores_gemma":[0.07702247,0.00220253,0.001162387,0.001414121,0.001861294,0.002424892,0.001845145,0.001561162,0.0009326409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00171518,"about_ca_system_score_gemma":0.004144352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007007829,"about_ca_topic_score_gemma":0.04761178,"domain_scores_codex":[0.9475257,0.0421866,0.002706106,0.002008041,0.004687993,0.0008854878],"domain_scores_gemma":[0.8696327,0.08958466,0.007342109,0.009659433,0.02070197,0.003079213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01342488,0.00363364,0.5369394,0.002590103,0.001610039,0.0006971782,0.004698792,0.009032186,0.05441846,0.005677364,0.008686049,0.3585919],"study_design_scores_gemma":[0.005150738,0.02578797,0.783268,0.001191944,0.004117512,0.004078342,0.006064753,0.06468582,0.05451103,0.009184981,0.04156684,0.000392109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.673446,0.002653,0.287448,0.006715773,0.0007293897,0.01302183,0.001476142,0.000659054,0.01385081],"genre_scores_gemma":[0.4903958,0.0009324308,0.4799166,0.003427432,0.0004095188,0.02061762,0.0006357849,0.000147163,0.003517578],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07642993,"threshold_uncertainty_score":0.4042049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1166165390690986,"score_gpt":0.3194341701804687,"score_spread":0.2028176311113701,"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."}}