{"id":"W6904790739","doi":"10.14288/1.0203524","title":"UBC Institute of Fisheries Field Record B.C. 55-336","year":2013,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catostomus; Field (mathematics); Fish <Actinopterygii>; Process (computing)","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":[0.0005287885,0.0007810527,0.0006382704,0.004888875,0.002063511,0.001144318,0.001334005,0.000454994,0.4277488],"category_scores_gemma":[0.001015644,0.0004074711,0.0002315623,0.004885863,0.0003484785,0.000935959,0.001041355,0.0009575037,0.3057056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002399896,"about_ca_system_score_gemma":0.002649717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08450437,"about_ca_topic_score_gemma":0.2240113,"domain_scores_codex":[0.9996316,0.00002367116,0.00002731193,0.0001126679,0.0001624313,0.00004223029],"domain_scores_gemma":[0.9987516,0.00005297676,0.00007816872,0.000214552,0.0007314772,0.000171105],"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":[0.0001116801,0.00003717341,0.001333931,0.0001449134,0.000007914457,0.00003942481,0.00003207095,0.00006984221,0.0009566037,0.001560746,0.9175457,0.07816],"study_design_scores_gemma":[0.00001537574,0.00001648587,0.01489378,0.00005336762,0.000006920476,0.00005887803,0.00003006602,0.000105165,0.0005585617,0.0003149983,0.9839345,0.00001199232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002824182,0.0008184862,0.001237943,0.0004146917,0.0006915721,0.0001997381,0.4443315,0.001072666,0.5484094],"genre_scores_gemma":[0.01586163,0.001225871,0.006560177,0.0002369987,0.0002098114,0.0003323345,0.3159739,0.0006953987,0.6589039],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9154956,"threshold_uncertainty_score":0.8162469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02905146803713007,"score_gpt":0.271127642659874,"score_spread":0.242076174622744,"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."}}