{"id":"W6961136842","doi":"10.14288/1.0210039","title":"UBC Institute of Fisheries Field Record B.C. 62-455","year":2014,"lang":"en","type":"other","venue":"Open Collections","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Work (physics); Fish <Actinopterygii>; Mosaic","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":["insufficient_payload"],"category_scores_codex":[0.0004015093,0.0008819897,0.0005605291,0.004776247,0.002587539,0.002204407,0.001112838,0.0006165248,0.487559],"category_scores_gemma":[0.001775325,0.0004718589,0.0002276043,0.00829114,0.000442885,0.001358668,0.001186569,0.00114208,0.3432512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004046613,"about_ca_system_score_gemma":0.004204277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2981527,"about_ca_topic_score_gemma":0.4836438,"domain_scores_codex":[0.9995167,0.0000251626,0.0000472985,0.0001242973,0.0002192174,0.00006724126],"domain_scores_gemma":[0.9980696,0.00008762964,0.0001252289,0.0002299586,0.001312545,0.000174959],"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":[0.00006840643,0.00002787665,0.003077047,0.0002082024,0.000007762305,0.0000601825,0.00003782611,0.00009035352,0.0002695491,0.001403281,0.9227427,0.07200681],"study_design_scores_gemma":[0.000008688108,0.000007430071,0.01690896,0.0001786615,0.000004904443,0.00005807058,0.00009004772,0.000116612,0.0002663353,0.000230664,0.9821161,0.00001345805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002544585,0.0009718684,0.0003632984,0.0004988841,0.0008870699,0.0001157092,0.3562825,0.0005805913,0.6377555],"genre_scores_gemma":[0.0121471,0.001694943,0.001999374,0.0002439362,0.0001816426,0.0001520107,0.177137,0.0004411972,0.8060029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.512441,"threshold_uncertainty_score":0.7309349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105627597246176,"score_gpt":0.3654135798836741,"score_spread":0.2548508201590566,"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."}}