{"id":"W4389314116","doi":"10.5206/cjsotlrcacea.2023.2.14214","title":"Ways of Knowing and Becoming: Learning Together in a Graduate Course on Interdisciplinarity","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal for the Scholarship of Teaching and Learning","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Sociology; Scholarship; Embeddedness; Axiology; Pedagogy; Humanities; Epistemology; Social science; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03386667,0.0001048939,0.0002094542,0.0004555635,0.003726717,0.0005418972,0.000502749,0.00006533085,0.00001290179],"category_scores_gemma":[0.01017032,0.00005930569,0.00008546694,0.0004460549,0.0002137222,0.0002902208,0.0001100022,0.003526067,0.000004254124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005660862,"about_ca_system_score_gemma":0.0002440505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009306173,"about_ca_topic_score_gemma":0.01359122,"domain_scores_codex":[0.9968588,0.001667372,0.0004103119,0.0001808825,0.0005265285,0.0003561519],"domain_scores_gemma":[0.9950895,0.00410903,0.0002522802,0.0001698355,0.000215483,0.0001638588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008627611,0.00004764048,0.2982171,0.00007621378,0.0002258207,0.0001036842,0.1962075,0.05931816,0.001863257,0.01710061,0.003998728,0.4219786],"study_design_scores_gemma":[0.002115394,0.002371809,0.4469728,0.001244966,0.00009255997,0.0002327911,0.2513863,0.09882951,0.0003238475,0.1790745,0.01684975,0.0005058502],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669988,0.0001886273,0.0002479636,0.03168035,0.0001515254,0.0001516717,0.000002922316,0.000007024684,0.0005711041],"genre_scores_gemma":[0.9981783,0.000006450971,0.00007306028,0.0001196037,0.0001046194,0.000005014429,0.000001010759,0.0000124815,0.001499458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4214727,"threshold_uncertainty_score":0.9987729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2988322662581832,"score_gpt":0.4511179798204362,"score_spread":0.1522857135622531,"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."}}