{"id":"W2108443538","doi":"10.1521/jsyt.2013.32.4.1","title":"Online Forums as Definitional Ceremonies","year":2013,"lang":"en","type":"article","venue":"Journal of Systemic Therapies","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; The Internet; Psychology; Public relations; Construct (python library); Internet privacy; Narrative; Sociology; Political science; Psychotherapist; Computer science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01273355,0.0009508269,0.0004287538,0.0020019,0.01185776,0.01195323,0.001873856,0.003060861,0.02093111],"category_scores_gemma":[0.03056171,0.0004960111,0.0005905224,0.001536512,0.01100038,0.01812257,0.0156565,0.004936052,0.002723529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002222206,"about_ca_system_score_gemma":0.001906772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006837278,"about_ca_topic_score_gemma":0.001313749,"domain_scores_codex":[0.9840245,0.01228819,0.0004347096,0.0007509784,0.001344311,0.001157315],"domain_scores_gemma":[0.9750334,0.01556096,0.002638256,0.002735421,0.0009222251,0.003109737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001398129,0.0001494121,0.001094465,0.0003265867,0.00001122439,0.0009203714,0.2160463,0.0002898402,0.001477826,0.6916853,0.02777739,0.0600815],"study_design_scores_gemma":[0.00002831694,0.00008162876,0.0009041813,0.0004664555,0.000009460288,0.000526078,0.06221836,0.0005147759,0.0008131587,0.06259168,0.8717975,0.00004852172],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1443785,0.005745881,0.08256011,0.03535832,0.01160227,0.0008264503,0.0004090352,0.001283922,0.7178354],"genre_scores_gemma":[0.9056474,0.001231821,0.01454703,0.00162435,0.001644361,0.000466663,0.0001608452,0.000345427,0.07433219],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02093111,"threshold_uncertainty_score":0.07002157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1841648098783596,"score_gpt":0.4075894429940211,"score_spread":0.2234246331156615,"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."}}