{"id":"W7047143167","doi":"","title":"Examining the presence of alexithymic characteristics on an individual???s willingness to seek mental health counseling","year":2015,"lang":"en","type":"dissertation","venue":"CSUN ScholarWorks (California State University, Northridge)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Alexithymia; Help-seeking; Toronto Alexithymia Scale; Scale (ratio); Relation (database)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004136208,0.0001114263,0.0001718759,0.000588355,0.0003476691,0.0006640672,0.0001419905,0.0003054296,0.001913289],"category_scores_gemma":[0.002237002,0.0001049347,0.0002444495,0.0003091469,0.0002260924,0.0002647924,0.0003831157,0.0003642406,0.0002226045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060396,"about_ca_system_score_gemma":0.00016169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002218752,"about_ca_topic_score_gemma":0.004228781,"domain_scores_codex":[0.9997285,0.00006532922,0.00003037306,0.00003516962,0.00008141231,0.00005917864],"domain_scores_gemma":[0.9989292,0.0002090012,0.0004777198,0.00004346557,0.0001586769,0.0001817731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004910761,0.00008265186,0.9919559,0.00001076507,0.00003739072,0.0001605592,0.001069226,0.00002459542,0.0009206024,0.00003875104,0.0000945596,0.005555836],"study_design_scores_gemma":[0.000001856142,0.00009538211,0.9967756,0.000005192222,0.00001290425,0.0004743831,0.002129633,0.0001382328,0.0001207607,0.00002865464,0.000212907,0.000004501111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994525,0.00001744133,0.00002559809,0.00002817907,0.000001720397,0.00000271834,0.00001273551,8.962442e-7,0.0004581702],"genre_scores_gemma":[0.9996688,0.0000237223,0.00006150609,0.00001312334,0.000001789405,0.000002271174,0.00002076768,5.426842e-7,0.0002075116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002218752,"threshold_uncertainty_score":0.006400585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463819269235722,"score_gpt":0.2777363286025109,"score_spread":0.2530981359101536,"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."}}