{"id":"W2163590769","doi":"","title":"Roundtable Discussion and Ceremony on the University of Manitoba’s Access Programs","year":2018,"lang":"en","type":"article","venue":"","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ceremony; Political science; Library science; Sociology; History; Computer science; Archaeology","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":[0.009377047,0.0009579413,0.0006239131,0.001190893,0.02418326,0.009309811,0.002514729,0.01439686,0.05075158],"category_scores_gemma":[0.0138161,0.0009783552,0.001115756,0.0007104923,0.003412001,0.002817769,0.007150716,0.02070623,0.007164311],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01519396,"about_ca_system_score_gemma":0.02272233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1360035,"about_ca_topic_score_gemma":0.3941441,"domain_scores_codex":[0.995914,0.0006340749,0.00007675347,0.0003716521,0.001145051,0.001858494],"domain_scores_gemma":[0.9874294,0.002621505,0.0003607873,0.0003829535,0.002354601,0.006850742],"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":[0.0003836674,0.0003031016,0.001557518,0.0000975095,0.00003706288,0.001110652,0.006706541,0.0002790607,0.004163271,0.01331485,0.9613392,0.01070757],"study_design_scores_gemma":[0.00002936663,0.00005231026,0.006991708,0.0000818646,0.000009927288,0.00003877949,0.006355895,0.000207117,0.0006781486,0.0008622963,0.9846565,0.00003598298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0561404,0.00319206,0.003366655,0.6007525,0.09739211,0.001117009,0.001440065,0.0006801333,0.235919],"genre_scores_gemma":[0.118425,0.001006752,0.001562845,0.07980943,0.008922101,0.0005730678,0.0004624513,0.0003766069,0.7888617],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9848061,"threshold_uncertainty_score":0.2704237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05016784508999423,"score_gpt":0.2333094176221392,"score_spread":0.183141572532145,"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."}}