{"id":"W2114109569","doi":"10.1186/s40152-014-0014-5","title":"Fish commoditization and the historical origins of catching fish for profit","year":2015,"lang":"en","type":"article","venue":"MAST. Maritime studies/Maritime studies","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Subsistence agriculture; Commoditization; Fishing; Capelin; Fishery; Commodity; Fish stock; Overfishing; Overexploitation; Geography; Ecology; Fish <Actinopterygii>; Business; Agriculture; Biology; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001684873,0.0005074071,0.001317027,0.00005900335,0.0008784446,0.00004550727,0.0004348185,0.00009704137,0.00007714205],"category_scores_gemma":[0.00232342,0.0003756489,0.0002112597,0.0004446045,0.001626356,0.0003070841,0.002723804,0.000266657,0.0000260848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001901919,"about_ca_system_score_gemma":0.0000334977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003585378,"about_ca_topic_score_gemma":0.007566037,"domain_scores_codex":[0.9968228,0.0002577121,0.0008424721,0.0007180641,0.0006966117,0.0006623235],"domain_scores_gemma":[0.997373,0.001344917,0.0003591233,0.0004342361,0.0003389423,0.0001497843],"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":[0.0009890489,0.0002128528,0.1278807,0.001068922,0.002201057,0.0000205883,0.0121402,0.0001080244,0.00001301063,0.01004724,0.8189282,0.02639014],"study_design_scores_gemma":[0.008743766,0.0009604339,0.06390706,0.0002829409,0.0009746811,0.00003683255,0.009795974,0.001087768,0.00006045131,0.01585124,0.8970734,0.001225387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4657492,0.1357188,0.002325185,0.186648,0.006590765,0.02091603,0.001388331,0.001339959,0.1793238],"genre_scores_gemma":[0.9543783,0.01566177,0.006941935,0.007002022,0.0009810282,0.002528729,0.00008345415,0.0001944766,0.01222829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4886291,"threshold_uncertainty_score":0.9998695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06404652763590783,"score_gpt":0.2941912979015103,"score_spread":0.2301447702656024,"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."}}