{"id":"W4381432179","doi":"10.26443/ijwpc.v10i2.388","title":"Bittersweet Pursuit of Transformation","year":2023,"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":true,"ca_institutions":"McGill University","funders":"","keywords":"Transformation (genetics); Medicine; Traditional medicine; Biology; Genetics","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":[0.006414711,0.001062817,0.001118004,0.001320685,0.01528888,0.01937174,0.001380914,0.006080988,0.05605559],"category_scores_gemma":[0.02740712,0.0004320535,0.0007147987,0.001137106,0.02142029,0.02008866,0.01409318,0.02947826,0.02309419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003737886,"about_ca_system_score_gemma":0.006918212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007000185,"about_ca_topic_score_gemma":0.01391915,"domain_scores_codex":[0.9909353,0.003553804,0.0002370234,0.0008356376,0.002935067,0.001503242],"domain_scores_gemma":[0.9853748,0.003066604,0.0008286145,0.001573076,0.0038276,0.00532924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008360753,0.00006059852,0.0005435548,0.0001170385,0.00002897849,0.0002800412,0.01725658,0.00007476862,0.0005228769,0.2057269,0.7445207,0.03078432],"study_design_scores_gemma":[0.0000170077,0.00003439718,0.0002825289,0.0003144377,0.000005778691,0.0002325512,0.01518366,0.0001013447,0.0001562036,0.04044292,0.9431991,0.00003005929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005453362,0.007525797,0.009186648,0.680342,0.04311365,0.00008380805,0.0001662365,0.0006212221,0.2535073],"genre_scores_gemma":[0.134644,0.006045232,0.00775004,0.2997395,0.009819226,0.0002148742,0.0001758737,0.001360044,0.5402513],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05605559,"threshold_uncertainty_score":0.1875246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08247630264575337,"score_gpt":0.4049312066713763,"score_spread":0.3224549040256229,"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."}}