{"id":"W4411569896","doi":"10.1007/s12144-025-08071-9","title":"The tripartite meaning model and suicidal desire: differential associations of purpose, mattering, and coherence in undergraduate and community samples","year":2025,"lang":"en","type":"article","venue":"Current Psychology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Meaning (existential); Coherence (philosophical gambling strategy); Social psychology; Semantic differential; Differential (mechanical device); Clinical psychology; Psychotherapist; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004111778,0.0001442826,0.0002953366,0.0001123569,0.0004132252,0.00003140774,0.0001486562,0.00008083947,0.00000626845],"category_scores_gemma":[0.00008337005,0.0001183994,0.00002630115,0.0001437064,0.0003779734,0.00004256622,0.0001664255,0.0004278889,0.000001068456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001427266,"about_ca_system_score_gemma":0.00001261675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002829544,"about_ca_topic_score_gemma":0.001473865,"domain_scores_codex":[0.9985764,0.0005250543,0.0003432282,0.0002307152,0.00006242235,0.0002621855],"domain_scores_gemma":[0.9987769,0.0007758075,0.0001269933,0.0002468908,0.00003807048,0.00003530795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001429836,0.000310512,0.9306244,0.00005655379,0.0001682561,0.000001037944,0.005138913,0.000003722022,0.0006434001,0.03946497,0.001520081,0.02192521],"study_design_scores_gemma":[0.001388447,0.00006464488,0.9554675,0.00001988273,0.00005107402,0.000003663125,0.0008086102,0.0002108572,0.00001468617,0.04166203,0.0002025753,0.0001060876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907578,0.00515688,0.0009580609,0.0009627487,0.0004784346,0.0002176413,0.00002304375,0.00002033206,0.001425102],"genre_scores_gemma":[0.998664,0.000973459,0.00005292362,0.000146274,0.00001295348,0.0000532099,0.000006579695,0.000007366325,0.00008326167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02484309,"threshold_uncertainty_score":0.4828189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1383921873091666,"score_gpt":0.4058266428690174,"score_spread":0.2674344555598508,"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."}}