{"id":"W7133043238","doi":"","title":"The Art of Working Together: A Phenomenological Study of Interdepartmental Collaboration Within Ontario Universities","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Inclusion (mineral); Perspective (graphical); Equity (law); Professional development; Diversity (politics); Qualitative research","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01140975,0.0007363731,0.00131475,0.002325538,0.04449106,0.009870526,0.003192882,0.002528441,0.002548281],"category_scores_gemma":[0.02039245,0.0009962698,0.0006726842,0.005198171,0.04064759,0.006776455,0.0105343,0.004049639,0.0003053999],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06247181,"about_ca_system_score_gemma":0.05944243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.658418,"about_ca_topic_score_gemma":0.8085939,"domain_scores_codex":[0.9833356,0.0104474,0.0005925308,0.0009856643,0.001886826,0.00275199],"domain_scores_gemma":[0.9783201,0.01326275,0.001888496,0.0008207457,0.002129374,0.003578564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008489953,0.000005235015,0.0007035325,0.00002344719,0.000001173677,0.0001587206,0.9977406,0.00001764347,0.0001138667,0.0004789885,0.000179932,0.0005682268],"study_design_scores_gemma":[0.000001658401,0.000009060717,0.001168347,0.00004958143,0.000002416882,0.00004165685,0.9917219,0.00002834899,0.00004356779,0.0001656991,0.006759006,0.000008612838],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776316,0.001076775,0.002154014,0.004732199,0.00009254015,0.0002273891,0.0001402017,0.00002657598,0.01391868],"genre_scores_gemma":[0.9941869,0.0007930718,0.0005758591,0.0005297686,0.00001877917,0.0001254395,0.00003622992,0.00003018849,0.003703774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9555089,"threshold_uncertainty_score":0.6871873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06298556575534775,"score_gpt":0.3894008286457354,"score_spread":0.3264152628903877,"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."}}