{"id":"W6977887152","doi":"10.7939/r3-4xp3-9p51","title":"University of Alberta 2019 Festival of Teaching and Learning Conference Program","year":2019,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Polymer Science and PVC","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Curriculum","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":[0.002482999,0.001080769,0.0005203588,0.001538381,0.007476419,0.007142102,0.001988574,0.003340511,0.2833347],"category_scores_gemma":[0.001555013,0.0003685016,0.0006796268,0.001045136,0.001517199,0.0007065002,0.003445148,0.003172395,0.05162032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02695452,"about_ca_system_score_gemma":0.06917181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5264397,"about_ca_topic_score_gemma":0.873689,"domain_scores_codex":[0.9981804,0.0001000075,0.00001813807,0.0001529194,0.000864878,0.0006837776],"domain_scores_gemma":[0.9936098,0.00009426058,0.0000608952,0.00009450028,0.00129993,0.004840465],"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":[0.0002255124,0.0001194498,0.001181301,0.00007526221,0.000007747396,0.0001931461,0.0001241867,0.0002363144,0.0007298099,0.003703962,0.9706849,0.02271829],"study_design_scores_gemma":[0.00002668589,0.00004699944,0.009110955,0.00005258816,0.000005820654,0.00004271287,0.0007081294,0.0001490214,0.0004266166,0.0004789472,0.9889354,0.00001619321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01960548,0.005754597,0.001420194,0.07775683,0.0479948,0.0003259114,0.01427539,0.001210919,0.8316559],"genre_scores_gemma":[0.01461587,0.0004497665,0.0005861772,0.001171499,0.0004957292,0.00002462051,0.001673013,0.00008004806,0.9809033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5264397,"threshold_uncertainty_score":0.9526985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006815906643701044,"score_gpt":0.1833988822930262,"score_spread":0.1765829756493251,"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."}}