{"id":"W6923339825","doi":"10.14288/1.0204895","title":"UBC Institute of Fisheries Field Record B.C. 65-716","year":2013,"lang":"en","type":"other","venue":"Open Collections","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Gadus; Drum; Fisheries science; Work (physics)","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":[0.0003251084,0.0008568636,0.000450547,0.003936482,0.002352035,0.001628291,0.0009328355,0.0004711562,0.3868273],"category_scores_gemma":[0.001135578,0.0004329304,0.0002028757,0.007242861,0.0003835895,0.0009799518,0.0009503673,0.0009485336,0.25699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003694213,"about_ca_system_score_gemma":0.003687658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3562302,"about_ca_topic_score_gemma":0.5841268,"domain_scores_codex":[0.9996262,0.000019122,0.00003675364,0.0001043314,0.0001600788,0.00005359595],"domain_scores_gemma":[0.9985808,0.00005789447,0.0001248715,0.0001713295,0.000939449,0.0001256219],"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":[0.00009233328,0.00002677518,0.004314672,0.0002237431,0.00000952039,0.00007964486,0.00005283593,0.00008565925,0.0004289599,0.001094031,0.9098645,0.0837272],"study_design_scores_gemma":[0.000009221464,0.000008433451,0.0256396,0.0001692973,0.000005538456,0.0000748218,0.0001167148,0.00009998646,0.0003319059,0.0001620975,0.9733695,0.00001282907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003996725,0.001072909,0.0004042794,0.0004588344,0.0008234922,0.0001442204,0.3238617,0.0005316769,0.6687061],"genre_scores_gemma":[0.01602381,0.001537895,0.002104947,0.0002247834,0.0001576044,0.0001519986,0.1384759,0.0003570985,0.8409659],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6437698,"threshold_uncertainty_score":0.8746164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06277593826547581,"score_gpt":0.3738331369551713,"score_spread":0.3110571986896955,"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."}}