{"id":"W2773511922","doi":"10.55016/ojs/pplt.v2y2017.43146","title":"Starting Conversations that Matter","year":2017,"lang":"en","type":"article","venue":"Papers on postsecondary learning and teaching.","topic":"Educational Philosophies and Pedagogies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003350353,0.001049836,0.0006842053,0.001056712,0.00956154,0.01381222,0.001482277,0.006108767,0.1486105],"category_scores_gemma":[0.01714663,0.000566658,0.0006057572,0.001061697,0.003895727,0.0152568,0.007532847,0.01125314,0.1162642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003680988,"about_ca_system_score_gemma":0.004064299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003518418,"about_ca_topic_score_gemma":0.006426367,"domain_scores_codex":[0.9965527,0.001486384,0.0001169484,0.0004408061,0.0006815135,0.0007216535],"domain_scores_gemma":[0.9898232,0.002649338,0.0004969786,0.0005561492,0.002951527,0.003522813],"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":[0.00003987688,0.00002265657,0.0001123745,0.000121625,0.000002592257,0.00009624945,0.004705013,0.00001226364,0.000358921,0.04489621,0.9284759,0.02115643],"study_design_scores_gemma":[0.000004126054,0.000006186686,0.0001181792,0.0001761704,0.000001116279,0.00003850458,0.00358616,0.000009807553,0.0000841668,0.006742984,0.9892263,0.000006285958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002479944,0.01930752,0.006954246,0.4116392,0.1490064,0.0002242951,0.0011145,0.001155656,0.4081182],"genre_scores_gemma":[0.04649577,0.01406837,0.0056543,0.1635228,0.03982428,0.0006113829,0.001770224,0.001799864,0.726253],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1486105,"threshold_uncertainty_score":0.4971517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04288905148350564,"score_gpt":0.3635861529916701,"score_spread":0.3206971015081645,"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."}}