{"id":"W2978508246","doi":"10.24908/iqurcp.9444","title":"20. Fishy Business","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Population; Fishing; Fish <Actinopterygii>; Sustainability; Fishery; Fishing industry; Purchasing; Marketing; Grocery store; Diversity of fish; Fish stock; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000828501,0.0005247711,0.0003485858,0.001416328,0.004552491,0.007504711,0.0009281505,0.004219756,0.4440115],"category_scores_gemma":[0.002719691,0.0003478127,0.0003949751,0.0009657757,0.001089841,0.004660864,0.003447138,0.002811954,0.2963116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003157755,"about_ca_system_score_gemma":0.004132372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02580096,"about_ca_topic_score_gemma":0.046758,"domain_scores_codex":[0.9987742,0.00008736354,0.0000485919,0.0002093044,0.0005793775,0.0003011553],"domain_scores_gemma":[0.9986001,0.00008776574,0.00005243986,0.0001604211,0.0006480191,0.0004511393],"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":[0.00003190743,0.00004517439,0.000761977,0.00008178465,0.000002320636,0.0001705056,0.0005406326,0.00001438119,0.0004047584,0.04589871,0.8956217,0.05642607],"study_design_scores_gemma":[0.000001663389,0.000004984047,0.0005016381,0.00002443006,4.385198e-7,0.00003450777,0.000117651,0.000005435219,0.0000248905,0.0003644985,0.9989176,0.000002259345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00096048,0.0008780996,0.0001794026,0.006770361,0.001328721,0.00006005029,0.0004086344,0.0002919887,0.9891222],"genre_scores_gemma":[0.002906424,0.0003755403,0.0001257551,0.002782471,0.0001623142,0.00002612714,0.0001467159,0.0001050797,0.9933695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4440115,"threshold_uncertainty_score":0.7930501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07341251156820618,"score_gpt":0.3362424651572607,"score_spread":0.2628299535890545,"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."}}