{"id":"W4391234506","doi":"10.53103/cjess.v4i1.204","title":"Faculty Perspectives on International Students' Educational Experiences in PPPs in Ontario","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Educational and Social Studies","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgian College","funders":"","keywords":"Medical education; Psychology; Mathematics education; Pedagogy; Sociology; Medicine","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":[0.002706744,0.0001545914,0.0002462699,0.0006031923,0.01400627,0.004701249,0.0006694063,0.0007222432,0.003907326],"category_scores_gemma":[0.006422596,0.0002296264,0.0002093261,0.002485228,0.004605966,0.001334552,0.004609679,0.001250308,0.0002201055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02261479,"about_ca_system_score_gemma":0.03200981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.576712,"about_ca_topic_score_gemma":0.7678944,"domain_scores_codex":[0.9962536,0.001020055,0.0001516546,0.0001814417,0.0007667621,0.001626441],"domain_scores_gemma":[0.9939996,0.0009595652,0.0007674596,0.0001303598,0.001085583,0.003057345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007315556,0.0001360312,0.07262383,0.00008025973,0.000006636713,0.001118246,0.8918816,0.0001402966,0.001389707,0.003484829,0.004794125,0.02427128],"study_design_scores_gemma":[0.000003544285,0.0000595131,0.03133526,0.00003211146,0.000004107587,0.00008538438,0.937166,0.00005672766,0.0002738355,0.0001409098,0.0308267,0.00001578908],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778171,0.0001502647,0.0002379734,0.003174864,0.00004510997,0.00003490383,0.00007231855,0.00001032445,0.01845716],"genre_scores_gemma":[0.9929299,0.0003086491,0.00009405891,0.0003008898,0.000009761919,0.0000187998,0.00003321355,0.000005047338,0.006299824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.423288,"threshold_uncertainty_score":0.8515616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07711835563664556,"score_gpt":0.356065611408311,"score_spread":0.2789472557716655,"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."}}