{"id":"W2598232842","doi":"","title":"It's Not A Mystery: Just Be There - 2014 AAU Award Winners Plenary Session","year":2014,"lang":"en","type":"article","venue":"","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University; University of Prince Edward Island","funders":"","keywords":"Plenary session; Session (web analytics); Medical education; Psychology; Library science; Medicine; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01384156,0.0007421839,0.001071247,0.001064835,0.01022489,0.01298014,0.001412233,0.005403437,0.08481832],"category_scores_gemma":[0.02920217,0.000434986,0.0007990344,0.0008049472,0.001478575,0.004335384,0.009046424,0.005712214,0.03968916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002795562,"about_ca_system_score_gemma":0.006851882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002224626,"about_ca_topic_score_gemma":0.007986235,"domain_scores_codex":[0.9940785,0.001542111,0.0002680965,0.0002703329,0.002466096,0.001374956],"domain_scores_gemma":[0.9718569,0.001590991,0.0008039713,0.0006851287,0.007618546,0.01744446],"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":[0.0001275221,0.000361767,0.0008405566,0.00006855901,0.000008152129,0.00006746494,0.0007892617,0.00004230062,0.0002895902,0.001638381,0.9631808,0.03258561],"study_design_scores_gemma":[0.00005869092,0.0004765778,0.00850748,0.0003025055,0.00001396476,0.0001423373,0.01226831,0.0001425536,0.0004893838,0.002718611,0.974818,0.0000615028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04751305,0.005276805,0.002732886,0.4552606,0.1998252,0.002005297,0.0008197757,0.0008816963,0.2856847],"genre_scores_gemma":[0.132866,0.004513075,0.005710118,0.0526699,0.02497886,0.003623827,0.00087101,0.0005308837,0.7742364],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08481832,"threshold_uncertainty_score":0.2837455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1507835196341515,"score_gpt":0.4423053083361063,"score_spread":0.2915217887019549,"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."}}