{"id":"W7056366477","doi":"","title":"Examining whether Self-esteem and traits of Alexithymia influence university student’s attitudes towards help-seeking","year":2018,"lang":"en","type":"dissertation","venue":"TRAP@NCI (National College of Ireland)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Alexithymia; Toronto Alexithymia Scale; Scale (ratio); Depression (economics); Mental health; Positive attitude","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003897782,0.0002477809,0.0003934563,0.0003134081,0.0001179426,0.00001923034,0.0003385777,0.0001344092,0.00740225],"category_scores_gemma":[0.00002096148,0.0002613232,0.00009275881,0.0003074927,0.0001058103,0.00006769249,0.00007395633,0.0002174192,0.000005075548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003031889,"about_ca_system_score_gemma":0.0006360296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003145837,"about_ca_topic_score_gemma":0.0003954289,"domain_scores_codex":[0.9979147,0.00008235154,0.0004243792,0.0003620071,0.001009098,0.0002074591],"domain_scores_gemma":[0.9984487,0.0001631224,0.0003784733,0.0001381633,0.0007822204,0.00008926613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002611529,0.005906383,0.6618009,0.005238823,0.005143612,0.00006274103,0.02838714,0.0001543084,0.038963,0.1329714,0.01705935,0.1017009],"study_design_scores_gemma":[0.001553945,0.0003294821,0.9852221,0.0004799778,0.00009400689,8.678128e-7,0.004932318,0.0001495473,0.0006945588,0.0001665363,0.006086988,0.0002896461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8938259,0.00007803005,0.00001962618,0.00005563754,0.00007103082,0.0004455922,0.0004873268,0.00001638628,0.1050005],"genre_scores_gemma":[0.9794514,0.00002906105,0.0006413078,0.000007813767,0.00008559759,0.00001090753,0.0001964558,0.00001995169,0.01955751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3234213,"threshold_uncertainty_score":0.9999839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924697043211141,"score_gpt":0.2821720430981345,"score_spread":0.2629250726660231,"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."}}