{"id":"W301261032","doi":"","title":"Managing Fish: Ten Case Studies from Canada's Pacific Coast","year":2006,"lang":"en","type":"article","venue":"British Journal of Canadian Studies","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Fishery; History; Geography; Oceanography; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001554212,0.0007564627,0.0003882206,0.0014042,0.01280479,0.001885675,0.002426962,0.002918518,0.001922769],"category_scores_gemma":[0.004178294,0.0005222968,0.0004236658,0.004591993,0.002885962,0.0009462404,0.002191076,0.001797155,0.0002036366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03703589,"about_ca_system_score_gemma":0.02562655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9606446,"about_ca_topic_score_gemma":0.9925857,"domain_scores_codex":[0.9985196,0.0002612392,0.00005175737,0.00006797956,0.0003177158,0.0007816773],"domain_scores_gemma":[0.997211,0.0007567206,0.0003143903,0.00009934235,0.0008212629,0.0007971667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001764207,0.003613527,0.4402006,0.001675924,0.0004241724,0.0571128,0.3007854,0.01330856,0.004500378,0.008584487,0.01891601,0.149114],"study_design_scores_gemma":[0.0001308421,0.001058078,0.2711826,0.0005394524,0.0002747865,0.004174218,0.6703275,0.002684125,0.00245108,0.0009524861,0.04610073,0.0001242183],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900224,0.0005047888,0.0002619159,0.0005336546,0.000007157935,0.0001494944,0.0001453875,0.000008372705,0.008366795],"genre_scores_gemma":[0.9875981,0.001739479,0.001519733,0.0003575276,0.000005577196,0.0001083843,0.0002266774,0.00001187266,0.008432684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0393554,"threshold_uncertainty_score":0.2687154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874350464972717,"score_gpt":0.2320962819020974,"score_spread":0.2133527772523703,"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."}}