{"id":"W4245371714","doi":"10.3410/f.1051427.503334","title":"Faculty Opinions recommendation of When are no-take zones an economically optimal fishery management strategy?","year":2006,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Fishery; Business; Fisheries management; Fishing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002450174,0.002038227,0.001822603,0.003419396,0.0007295436,0.003494703,0.003361466,0.003842351,0.07995933],"category_scores_gemma":[0.01858259,0.0007534267,0.002171737,0.004015643,0.0003466785,0.002047606,0.001252491,0.002032862,0.06206606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002101594,"about_ca_system_score_gemma":0.003373976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04710031,"about_ca_topic_score_gemma":0.1072568,"domain_scores_codex":[0.9985034,0.0002927055,0.0001593101,0.0004151198,0.0003726438,0.0002567979],"domain_scores_gemma":[0.9927424,0.00242774,0.001067881,0.001178639,0.001924483,0.0006586842],"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":[0.0001309136,0.00003169814,0.002852574,0.0003718541,0.00004637067,0.000008836892,0.000008538585,0.0004262907,0.0000380214,0.00021613,0.9933014,0.002567439],"study_design_scores_gemma":[0.002125611,0.00008434232,0.03244646,0.0007760396,0.0002999411,0.00007706336,0.0002313655,0.006935872,0.0007906361,0.003241985,0.9528898,0.0001008675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004467508,0.00009303483,0.00009308968,0.0004297679,0.00007582889,0.00002099498,0.9976338,0.0001900732,0.001016602],"genre_scores_gemma":[0.002853592,0.0001039938,0.0006362244,0.0001948529,0.0000583015,0.0001037217,0.9933503,0.00005794292,0.002641051],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07995933,"threshold_uncertainty_score":0.2674906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04574953606650396,"score_gpt":0.3176990341901686,"score_spread":0.2719494981236646,"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."}}