{"id":"W4408883836","doi":"10.21203/rs.3.rs-5932992/v1","title":"Conceptualizing the Healthy Organization with a Whole-Person Outlook","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Psychology; Political science; Business; Knowledge management; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003609529,0.000381037,0.000263608,0.001095596,0.001374201,0.005107431,0.0009004204,0.001743754,0.003978801],"category_scores_gemma":[0.003276041,0.0001893195,0.0004442135,0.0009914171,0.01066738,0.007744514,0.002670814,0.001544652,0.0002820201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551715,"about_ca_system_score_gemma":0.002053062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733437,"about_ca_topic_score_gemma":0.001589354,"domain_scores_codex":[0.9984369,0.0009257047,0.00004123602,0.0002476241,0.000190384,0.0001581976],"domain_scores_gemma":[0.9977871,0.0006616788,0.000304355,0.0003320524,0.0002692202,0.0006455518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002293825,0.00003504269,0.001380471,0.00003646394,0.00001335223,0.000109778,0.003620596,0.001497273,0.0003347076,0.98317,0.0007475583,0.009031745],"study_design_scores_gemma":[0.000008286655,0.00003339235,0.001592395,0.00003640045,0.00001050444,0.00005502245,0.003822342,0.002827522,0.0001340372,0.9844333,0.007038309,0.000008378012],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3094941,0.002325722,0.354858,0.04395105,0.0005959491,0.0001542531,0.0001696889,0.0001481943,0.288303],"genre_scores_gemma":[0.9791459,0.0003379681,0.01793664,0.0003535858,0.00005947445,0.00003988846,0.00003645342,0.00001204519,0.002078008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005107431,"threshold_uncertainty_score":0.01908922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3841558986550438,"score_gpt":0.5217629767485823,"score_spread":0.1376070780935385,"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."}}