{"id":"W2033923701","doi":"10.1016/j.tree.2012.07.005","title":"The future of fish","year":2012,"lang":"en","type":"article","venue":"Trends in Ecology & Evolution","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":269,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Scrutiny; Fisheries management; Biodiversity; Fish stock; Fishing; Fishery; Natural resource economics; Cornerstone; Fish <Actinopterygii>; Environmental resource management; Divergence (linguistics); Business; Geography; Ecology; Biology; Economics; Political science","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":[0.002167695,0.0005323188,0.0005418768,0.0009167843,0.001976207,0.005023135,0.0008913509,0.003374336,0.04465843],"category_scores_gemma":[0.002906923,0.0001897364,0.0004090366,0.0009725467,0.01067,0.008293645,0.00276611,0.003018248,0.005611547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002679098,"about_ca_system_score_gemma":0.003558532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005492245,"about_ca_topic_score_gemma":0.008805809,"domain_scores_codex":[0.9989893,0.0003416475,0.00003258552,0.0002210233,0.000274001,0.000141373],"domain_scores_gemma":[0.9988397,0.0002828935,0.0001014628,0.0002058889,0.0002743428,0.0002957503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007139406,0.00002245252,0.001642026,0.0003497688,0.00002287449,0.00009798446,0.001962266,0.0003192018,0.000636167,0.6487821,0.152962,0.1931318],"study_design_scores_gemma":[0.00000414261,0.00001575207,0.0008631176,0.0001984284,0.00000511793,0.00007006754,0.0007773375,0.00006786233,0.00003755084,0.08057462,0.9173783,0.00000780726],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.006695434,0.2977082,0.0033324,0.3218823,0.01147968,0.00001608252,0.0003064104,0.00007755177,0.358502],"genre_scores_gemma":[0.3095065,0.3240598,0.005613708,0.07410645,0.02536132,0.00009113408,0.0004104945,0.0001337892,0.2607168],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04465843,"threshold_uncertainty_score":0.1493973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067188282827689,"score_gpt":0.2603340003673035,"score_spread":0.2496621175390266,"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."}}