{"id":"W7164758091","doi":"10.26443/ijwpc.v12i2.636","title":"Embracing Purpose","year":2025,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal Neurological Institute and Hospital","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.000421723,0.0000500265,0.00007914795,0.0002124976,0.0001567609,0.0001748845,0.0004274841,0.00004889933,0.0001930951],"category_scores_gemma":[0.000654062,0.00004809097,0.0001002107,0.0001287516,0.00007408611,0.0005094967,0.00001294171,0.0001880645,0.00002559985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002377799,"about_ca_system_score_gemma":0.0006891831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002458456,"about_ca_topic_score_gemma":0.0002556136,"domain_scores_codex":[0.999018,0.0001136461,0.0001647685,0.00006971514,0.0005354476,0.00009840565],"domain_scores_gemma":[0.9983864,0.0002546975,0.0001864391,0.00004444864,0.001070887,0.00005711794],"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":[0.0003403215,0.0001811178,0.04662187,0.00005409967,0.0005738112,0.0001262847,0.4287857,0.000186832,0.001699152,0.1542282,0.05728148,0.3099211],"study_design_scores_gemma":[0.0002140846,0.00001616522,0.003429197,0.0001188447,0.00002214032,0.000007847339,0.3782544,0.00000189148,0.0001873476,0.00128558,0.6164092,0.00005331868],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1799998,0.005071951,0.0003390519,0.1845502,0.01274087,0.0000993493,0.00001677981,0.00002254937,0.6171594],"genre_scores_gemma":[0.9917182,0.00005460248,0.0003707106,0.001278241,0.001549483,0.000001228357,0.000003563092,0.000003285041,0.005020709],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8117184,"threshold_uncertainty_score":0.2114256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0427478163399873,"score_gpt":0.407978606898921,"score_spread":0.3652307905589337,"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."}}