{"id":"W4388534106","doi":"10.1515/9781552387801","title":"Fishing for a Solution","year":2014,"lang":"en","type":"book","venue":"University of Calgary Press eBooks","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Fishery; Computer science; 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":[0.0008131961,0.0009004882,0.0003670841,0.001146885,0.008021371,0.0094503,0.00114897,0.003182459,0.06629162],"category_scores_gemma":[0.001786265,0.0002480165,0.0005448909,0.001378144,0.004582141,0.006565312,0.004153143,0.004811613,0.0211939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009778482,"about_ca_system_score_gemma":0.01509747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07087168,"about_ca_topic_score_gemma":0.1709377,"domain_scores_codex":[0.9986445,0.0001886838,0.00003238113,0.0001887221,0.0006033331,0.0003423227],"domain_scores_gemma":[0.9995028,0.00008150408,0.00001849329,0.00005245303,0.0001857015,0.000158976],"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":[0.000004764059,0.000009332006,0.00007022666,0.0000450167,0.000003810535,0.00007823457,0.00147773,0.00007512682,0.0001188353,0.35085,0.6118438,0.03542312],"study_design_scores_gemma":[8.101068e-7,0.000002052233,0.00003137354,0.00003894144,9.663178e-7,0.00003615466,0.0004580761,0.00002508158,0.00002116929,0.007356717,0.9920263,0.000002405336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004583311,0.003062014,0.001720841,0.01330793,0.00279184,0.00004054977,0.00008036086,0.0001427921,0.9783953],"genre_scores_gemma":[0.008109038,0.002851994,0.001433431,0.007957232,0.0004042698,0.00003269728,0.0001416054,0.0001608033,0.978909],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07087168,"threshold_uncertainty_score":0.2217676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03997294522349527,"score_gpt":0.2570975230195356,"score_spread":0.2171245777960403,"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."}}