{"id":"W6994459090","doi":"","title":"Keynote","year":2018,"lang":"en","type":"other","venue":"Scholarship@Western (Western University)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Continuing education; Higher education; Electronic publishing; Head (geology); Academic community; Public access; Access to information","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":[],"consensus_categories":[],"category_scores_codex":[0.0008908742,0.0005193403,0.0004103509,0.001033951,0.002833944,0.004413171,0.001004236,0.002223131,0.4190384],"category_scores_gemma":[0.00511937,0.0002098051,0.0003867827,0.0008808463,0.0004875998,0.002876383,0.002025104,0.004633814,0.2407238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001931378,"about_ca_system_score_gemma":0.001881581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004693619,"about_ca_topic_score_gemma":0.01034362,"domain_scores_codex":[0.9991518,0.00008306642,0.00003887872,0.0001703509,0.0004090997,0.0001467744],"domain_scores_gemma":[0.9974179,0.0004968909,0.00008956267,0.000155961,0.001262324,0.0005773429],"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":[0.0000109625,0.000007124054,0.00003162201,0.00002230527,5.04983e-7,0.00002921316,0.00004366281,0.00000719936,0.00006207684,0.004311678,0.9865774,0.008896346],"study_design_scores_gemma":[0.000001499765,0.000002140021,0.00008503091,0.00002525969,5.98914e-7,0.00003885151,0.00009806712,0.000008489992,0.00004966189,0.000604009,0.9990849,0.000001459576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007290835,0.004667863,0.001023952,0.07558114,0.1015248,0.0001507525,0.001826092,0.0004158019,0.8140806],"genre_scores_gemma":[0.00362096,0.001441321,0.0001928566,0.01144169,0.007006666,0.00005059134,0.0004551337,0.0001462445,0.9756446],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4190384,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176311097890771,"score_gpt":0.367279770069662,"score_spread":0.2496486602805849,"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."}}