{"id":"W6907539956","doi":"10.25316/ir-15108","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":[0.0003356948,0.000671075,0.0006496973,0.002113381,0.003276651,0.005404524,0.0011012,0.0008999569,0.909672],"category_scores_gemma":[0.002676494,0.0003483056,0.000351754,0.002878586,0.000480234,0.002293447,0.001480438,0.001450185,0.819115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005112887,"about_ca_system_score_gemma":0.008766606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.147011,"about_ca_topic_score_gemma":0.2111084,"domain_scores_codex":[0.9995292,0.00002196995,0.00001180836,0.00005286517,0.0003205489,0.00006359503],"domain_scores_gemma":[0.9972401,0.0001480918,0.00005441822,0.0001569291,0.001824414,0.000576034],"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":[0.000002303727,0.00000628919,0.00003148841,0.00001970432,2.663893e-7,0.000003082263,0.000007678314,0.00001351366,0.00002322034,0.0005768465,0.9903958,0.008919867],"study_design_scores_gemma":[0.000001803875,0.000001542542,0.0001665312,0.00002972735,6.309386e-7,0.00000695387,0.00002462001,0.00001788034,0.00002689495,0.0001970453,0.9995242,0.000002026776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001230539,0.0003095906,0.0003888358,0.001069494,0.001269984,0.0001415816,0.01294654,0.001656252,0.9820946],"genre_scores_gemma":[0.0007668469,0.0003121186,0.0002361157,0.0003934824,0.0002779556,0.0000381242,0.005883141,0.0008133339,0.9912789],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.147011,"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."}}