{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01239474,0.0006241882,0.001336396,0.0009665277,0.009021766,0.00422543,0.005185726,0.02807217,0.008576447],"category_scores_gemma":[0.08771534,0.0005627946,0.0009218467,0.00184374,0.01277919,0.006335505,0.004160078,0.03082135,0.002688274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01145058,"about_ca_system_score_gemma":0.03221506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08070555,"about_ca_topic_score_gemma":0.06529276,"domain_scores_codex":[0.9870028,0.006971817,0.000955779,0.001012109,0.003048257,0.00100932],"domain_scores_gemma":[0.9298838,0.04770495,0.003560438,0.0008716711,0.01399957,0.00397962],"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":[0.00005891867,0.00001163214,0.0001870677,0.001195007,0.00002564809,0.0008723787,0.01695013,0.00005950873,0.0001413751,0.008248948,0.9634603,0.008789007],"study_design_scores_gemma":[0.00004371479,0.00004992504,0.00110653,0.00683608,0.00006135816,0.001292338,0.0195827,0.0001725009,0.0002233239,0.008993256,0.96156,0.00007831558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007324029,0.003588935,0.000135322,0.974159,0.01846274,0.00001656394,0.00005183823,0.00001018758,0.002843016],"genre_scores_gemma":[0.02303172,0.006347565,0.0003231173,0.9453747,0.01831647,0.0001338287,0.00004359525,0.00004791692,0.006381133],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08070555,"threshold_uncertainty_score":0.1604716,"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."}}