{"id":"W6942368358","doi":"10.14288/1.0203920","title":"UBC Institute of Fisheries Field Record B.C. 56-2","year":2013,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Fishing; Fisheries Research","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":[0.0007312055,0.0006997115,0.0008596706,0.003628423,0.003070249,0.001804297,0.002096226,0.0004891271,0.2641973],"category_scores_gemma":[0.0009918186,0.0005328191,0.0003248391,0.003414784,0.0005430019,0.0005442423,0.001225793,0.001210982,0.1403818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004577261,"about_ca_system_score_gemma":0.007235863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3965266,"about_ca_topic_score_gemma":0.7764227,"domain_scores_codex":[0.9995582,0.00001415926,0.00001306185,0.00008505237,0.0002629625,0.00006654162],"domain_scores_gemma":[0.9984126,0.00003721896,0.00004507998,0.0001841414,0.0009666066,0.0003543594],"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":[0.0002576327,0.00006364474,0.002377944,0.0002301748,0.00001643491,0.000168052,0.0001352823,0.0001882684,0.009758698,0.004800409,0.8770111,0.1049924],"study_design_scores_gemma":[0.00003996362,0.00002739902,0.01173196,0.00006377276,0.0000154001,0.0001672543,0.00008853921,0.000145012,0.002184439,0.000489789,0.9850285,0.00001796133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009716287,0.001868194,0.007907527,0.001283121,0.00154713,0.00048497,0.3322716,0.002321043,0.6426002],"genre_scores_gemma":[0.01927376,0.00109732,0.01450212,0.0003641202,0.0001122743,0.0002235216,0.1767519,0.0009437982,0.7867312],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6034734,"threshold_uncertainty_score":0.883828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953769274336989,"score_gpt":0.2716961302524569,"score_spread":0.242158437509087,"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."}}