{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02664178,0.001123853,0.001248776,0.0022543,0.008448791,0.02290177,0.003760603,0.01019341,0.04829789],"category_scores_gemma":[0.07164809,0.0004879613,0.001507289,0.00133026,0.0134022,0.01622194,0.02431644,0.01526432,0.04056219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003141756,"about_ca_system_score_gemma":0.01435581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009313563,"about_ca_topic_score_gemma":0.001348663,"domain_scores_codex":[0.97597,0.01062315,0.0008230879,0.002422889,0.007179604,0.002981174],"domain_scores_gemma":[0.9275815,0.01710829,0.00293159,0.01473579,0.02050204,0.01714065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000727932,0.0001319984,0.00202172,0.0003664178,0.0000247169,0.0008009555,0.01823564,0.00007347552,0.0008268519,0.5454789,0.3423148,0.08965177],"study_design_scores_gemma":[0.00001456543,0.00003462829,0.0004189961,0.000600498,0.00001281831,0.00102973,0.007716503,0.0001238634,0.0003303873,0.1070084,0.8826864,0.00002311644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004936539,0.002912492,0.02952017,0.2138977,0.03948351,0.0004525105,0.0001903004,0.0009509015,0.707656],"genre_scores_gemma":[0.1768497,0.002992044,0.02055088,0.233576,0.0144037,0.001577349,0.0003954942,0.001741558,0.5479133],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04829789,"threshold_uncertainty_score":0.1615725,"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."}}