{"id":"W4319460970","doi":"10.1177/10398562231153007","title":"Commentary: Is Australian headspace socioculturally westernised, educated, industrialised, rich and democratic in conceptualisation and accessibility?","year":2023,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Demographics; Sociocultural evolution; Democracy; Context (archaeology); Mental health; Political science; Sociology; Psychology; Public relations; Politics; Psychiatry; Geography","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"],"consensus_categories":[],"category_scores_codex":[0.0003014349,0.0003350782,0.0003688551,0.0001777403,0.0002507623,0.0001338056,0.0002101362,0.0003365792,0.0007794405],"category_scores_gemma":[0.00000911505,0.0003172177,0.00004859677,0.0006125647,0.0002111195,0.0004339352,0.00007106623,0.0004193873,0.000140187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008265195,"about_ca_system_score_gemma":0.00004689416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008906043,"about_ca_topic_score_gemma":0.0004249688,"domain_scores_codex":[0.9976125,0.0002590715,0.0005775485,0.0007129338,0.000200251,0.0006376455],"domain_scores_gemma":[0.9990789,0.00007865093,0.0002008002,0.0002886676,0.00002205224,0.0003308915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001307853,0.0001671445,0.7980866,0.0001304336,0.0000471886,0.00001165471,0.009148124,5.870519e-7,0.00001933354,0.0003394347,0.188849,0.003069669],"study_design_scores_gemma":[0.005647816,0.0003231837,0.9600559,0.0001373941,0.00007658148,0.00002167574,0.02992947,0.00001217371,0.00004347107,0.001711572,0.001616405,0.0004242877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8532252,0.0002193332,5.445075e-7,0.1436862,0.001102927,0.0009293672,0.00006554446,0.0001026106,0.0006682269],"genre_scores_gemma":[0.9887267,0.00004853969,0.0001359137,0.00660901,0.0003771353,0.0001234526,0.0001984887,0.0000325019,0.003748265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1872326,"threshold_uncertainty_score":0.999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04558935143831277,"score_gpt":0.3795528446834884,"score_spread":0.3339634932451756,"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."}}