{"id":"W7125714268","doi":"10.7202/1122750ar","title":"From the Editor","year":2025,"lang":"en","type":"article","venue":"MUSICultures","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"George (robot)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007836232,0.00009692118,0.00009123026,0.00001490188,0.0001344828,0.00005107286,0.0002719601,0.0001038011,0.0006256003],"category_scores_gemma":[0.00001888981,0.00005465646,0.0000699193,0.0001201086,0.00005653043,0.00001877317,0.00002331247,0.0001597473,0.0001683185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001348595,"about_ca_system_score_gemma":0.00001316737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008672286,"about_ca_topic_score_gemma":0.0002861219,"domain_scores_codex":[0.9994133,0.0000513567,0.0001075952,0.0001892703,0.00008790908,0.0001505919],"domain_scores_gemma":[0.9994135,0.0001565468,0.00003030506,0.0003380988,0.00004257837,0.00001895606],"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":[0.00002638626,0.00003879091,0.0006792088,9.004123e-7,0.00008367008,0.000002053186,0.02820071,0.000004048254,0.0003162652,0.005164678,0.9615358,0.003947455],"study_design_scores_gemma":[0.0002716558,0.00000964724,0.04613522,0.00001013066,0.00002423775,3.629969e-7,0.01266371,0.000009242055,0.000002249492,0.004120892,0.9366768,0.00007582686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898576,0.003720079,0.0009900775,0.004394405,0.05341526,0.0002471411,0.00007748663,0.0001839411,0.03839559],"genre_scores_gemma":[0.9359562,0.0000856234,0.0001768167,0.01682872,0.02310309,0.00005103698,0.00005344418,0.00001393472,0.02373117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04545601,"threshold_uncertainty_score":0.6849884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119499897230036,"score_gpt":0.2852684136143896,"score_spread":0.2740734146420892,"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."}}