{"id":"W6904719475","doi":"10.14288/1.0203485","title":"UBC Institute of Fisheries Field Record B.C. 55-329","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); Catostomus; Process (computing); 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000505915,0.0007715314,0.0005831448,0.005108788,0.002159117,0.001271009,0.001193406,0.0004676914,0.3951047],"category_scores_gemma":[0.001155624,0.0004223265,0.0002270672,0.005434956,0.0003768794,0.0009421065,0.001040446,0.001013332,0.3012834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002784988,"about_ca_system_score_gemma":0.002618775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1204962,"about_ca_topic_score_gemma":0.2872196,"domain_scores_codex":[0.9996275,0.00002247681,0.00002869338,0.0001119147,0.0001675236,0.00004187711],"domain_scores_gemma":[0.998422,0.00006654108,0.0001025545,0.0002468061,0.0009689794,0.0001930714],"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":[0.00009371022,0.00003322178,0.001828121,0.0001228816,0.000007445364,0.00004541109,0.00003363125,0.00007071818,0.0007775989,0.001395102,0.9270509,0.0685413],"study_design_scores_gemma":[0.00001349229,0.00001431748,0.01819864,0.00006077966,0.00000670842,0.00006002369,0.00003925488,0.0001013585,0.0005247508,0.0002734966,0.9806943,0.00001289529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002692309,0.0007256568,0.00091934,0.0004144351,0.0006950704,0.0001688399,0.4502274,0.0009177256,0.5432393],"genre_scores_gemma":[0.0137364,0.00111865,0.005365262,0.0002158821,0.0002128922,0.0002662549,0.2932753,0.0006320657,0.6851773],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8795038,"threshold_uncertainty_score":0.8628097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02909730356904405,"score_gpt":0.2711677893513008,"score_spread":0.2420704857822568,"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."}}