{"id":"W6904790636","doi":"10.14288/1.0204837","title":"UBC Institute of Fisheries Field Record B.C. 56-526","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); Notropis; Work (physics); Fisheries Research; Fish <Actinopterygii>","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":[0.0006859001,0.0007543126,0.0009254364,0.004503912,0.003003649,0.001847614,0.001609108,0.0005827647,0.5006483],"category_scores_gemma":[0.001304396,0.0006331749,0.0003325681,0.004398392,0.000662282,0.0009869715,0.001316303,0.001217501,0.3179974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004558826,"about_ca_system_score_gemma":0.005071544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2628469,"about_ca_topic_score_gemma":0.6623358,"domain_scores_codex":[0.999488,0.00001942295,0.00002469879,0.000117915,0.0002816039,0.00006848545],"domain_scores_gemma":[0.998174,0.00005900857,0.00007292433,0.0002252145,0.001154809,0.0003140316],"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":[0.00007520412,0.00001736312,0.0008343495,0.0001478333,0.000006951806,0.00005553576,0.00005856634,0.00004366333,0.001625547,0.00217439,0.9356164,0.0593441],"study_design_scores_gemma":[0.00001099111,0.00001043599,0.005653065,0.00004784073,0.000005652377,0.00008221544,0.00003789432,0.00004904287,0.0005167772,0.000257701,0.9933188,0.000009569606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002509335,0.001326056,0.002397022,0.001053525,0.0009596791,0.0002232228,0.2665779,0.001222289,0.723731],"genre_scores_gemma":[0.007969894,0.001099829,0.004257026,0.0002243255,0.0001153221,0.0001665469,0.1097122,0.0007137013,0.8757409],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7371531,"threshold_uncertainty_score":0.7122647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0290852642179447,"score_gpt":0.2711407307858782,"score_spread":0.2420554665679336,"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."}}