{"id":"W4387092997","doi":"10.7202/1106317ar","title":"On in-ness: What Cégep teaching keeps teaching me","year":2023,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Reflection (computer programming); The arts; Online teaching; Mathematics education; Sociology; Pedagogy; Liberal arts education; Psychology; Higher education; Political science; Visual arts; Computer science; Art; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005005053,0.0004400825,0.000447,0.0007466815,0.01090587,0.01283559,0.001465092,0.00453668,0.005888525],"category_scores_gemma":[0.01837085,0.0002037037,0.0003257276,0.0008068228,0.02214516,0.01257454,0.006969183,0.01484429,0.001572963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004544882,"about_ca_system_score_gemma":0.005238906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005238312,"about_ca_topic_score_gemma":0.007473412,"domain_scores_codex":[0.9953046,0.002598976,0.00008654367,0.0003476101,0.0008726483,0.0007897311],"domain_scores_gemma":[0.9912602,0.003627488,0.0006750546,0.0004738859,0.00105461,0.002908647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005249148,0.0001096036,0.002645044,0.0003350348,0.00001650534,0.001507949,0.4691444,0.0001204776,0.0007916652,0.1282376,0.3202901,0.07674897],"study_design_scores_gemma":[0.000007069371,0.00004079397,0.001763036,0.0005808322,0.000007317444,0.0008353426,0.344981,0.0000864012,0.0004749208,0.01610385,0.6350899,0.00002948424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06490565,0.01436479,0.004005932,0.696234,0.01593552,0.00005424385,0.00006996631,0.0002572336,0.2041727],"genre_scores_gemma":[0.7641506,0.01029367,0.001501293,0.1068477,0.003281418,0.00009331288,0.0000573789,0.0003074242,0.1134672],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01283559,"threshold_uncertainty_score":0.03297561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3314694179984676,"score_gpt":0.4092133130854658,"score_spread":0.0777438950869982,"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."}}