{"id":"W4220713325","doi":"10.1002/jclp.23350","title":"Cover Image, Volume 78, Number 4, April 2022","year":2022,"lang":"en","type":"paratext","venue":"Journal of Clinical Psychology","topic":"Mental Health via Writing","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cover (algebra); Psychology; Key (lock); Image (mathematics); Volume (thermodynamics); Cognitive psychology; Clinical psychology; Psychiatry; Artificial intelligence; Computer science; Computer security","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.009410648,0.0007098734,0.003374485,0.0004502362,0.0002593365,0.00005042322,0.002030171,0.002048212,0.7753537],"category_scores_gemma":[0.001055378,0.0006932142,0.001792752,0.0005358604,0.0006419205,0.0001921891,0.0004432303,0.01081136,0.2365124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002689071,"about_ca_system_score_gemma":0.000677501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004287064,"about_ca_topic_score_gemma":0.000003011043,"domain_scores_codex":[0.9832513,0.004993971,0.008049073,0.001224756,0.001177485,0.001303407],"domain_scores_gemma":[0.9865786,0.002684342,0.007907392,0.001448193,0.0004947508,0.0008867415],"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":[0.002472695,0.001715946,0.002364157,0.0001078385,0.0006531879,0.001290275,0.0001313356,0.000003422143,0.0000108934,0.0001178794,0.9699287,0.02120372],"study_design_scores_gemma":[0.005569319,0.00228876,0.01273232,0.0001194424,0.0001981842,0.003548048,0.000189754,0.000003521073,8.004525e-7,0.0004995296,0.9743069,0.0005434554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01052318,0.003832593,0.0004770923,0.005384113,0.1232074,0.0004873373,0.0002845525,0.00002586948,0.8557779],"genre_scores_gemma":[0.007794282,0.003733722,0.002251824,0.03797335,0.02143107,0.00007960802,0.0001949528,0.0003545572,0.9261866],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5388413,"threshold_uncertainty_score":0.9995519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1715891017447218,"score_gpt":0.5698169314415213,"score_spread":0.3982278296967996,"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."}}