{"id":"W6888864852","doi":"10.25316/ir-15075","title":"Contents","year":2018,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.0003353845,0.0006492377,0.0006369028,0.002122618,0.003306817,0.005382545,0.001101948,0.0009331853,0.9109191],"category_scores_gemma":[0.002781943,0.0003313857,0.0003500975,0.002729545,0.0004842514,0.002264461,0.001498019,0.001496051,0.8242757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004822764,"about_ca_system_score_gemma":0.008395616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.132705,"about_ca_topic_score_gemma":0.1930338,"domain_scores_codex":[0.9995219,0.00002193634,0.00001175245,0.00005128435,0.0003313219,0.00006180136],"domain_scores_gemma":[0.9972492,0.0001539185,0.00005506502,0.0001584878,0.001821072,0.0005623756],"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":[0.000002285295,0.000006445776,0.00003132889,0.00001931108,2.641337e-7,0.000003155424,0.000007517572,0.00001305716,0.0000230237,0.0005592065,0.9903085,0.009025898],"study_design_scores_gemma":[0.000001966743,0.000001667187,0.0001664226,0.00003242446,6.700971e-7,0.000007326555,0.00002562145,0.00001932298,0.00002800171,0.0002101906,0.9995043,0.000002090575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001158428,0.0002773468,0.0003805638,0.001050892,0.00121396,0.0001417093,0.01145601,0.001619887,0.9837437],"genre_scores_gemma":[0.0007659339,0.000296501,0.0002425275,0.0004239488,0.0002832842,0.00003968646,0.00557866,0.0008031551,0.9915662],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.132705,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300797035851355,"score_gpt":0.2090890883278692,"score_spread":0.1960811179693557,"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."}}