{"id":"W4318827415","doi":"10.1521/jsyt.2022.41.3.30","title":"Collaborative-Dialogic Practice: Relationships and Conversations That Make a Difference Across Culture and Context: Book Symposium, Part 1","year":2022,"lang":"en","type":"article","venue":"Journal of Systemic Therapies","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dialogic; Context (archaeology); Sociology; Significant difference; Psychology; Pedagogy; Epistemology; History; Medicine; Philosophy","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":[0.001283576,0.0001751724,0.0003595802,0.0000831549,0.0006867208,0.000123793,0.0001595387,0.0001084472,0.00008367288],"category_scores_gemma":[0.00006747552,0.0001410253,0.00006257931,0.0001660306,0.000174133,0.0002437148,0.00003728557,0.0006196338,0.000002652381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009982422,"about_ca_system_score_gemma":0.0000853529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000212076,"about_ca_topic_score_gemma":0.00002901323,"domain_scores_codex":[0.9979051,0.0009311982,0.0004786601,0.000194255,0.0002933959,0.0001973324],"domain_scores_gemma":[0.9978001,0.0007201391,0.0008985572,0.0001797229,0.0003177209,0.00008376895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007007865,0.0001236814,0.02782826,0.00003692201,0.000609433,0.00005862896,0.9578602,0.00003182549,0.002380264,0.005870377,0.003405365,0.001094192],"study_design_scores_gemma":[0.001844485,0.0004342365,0.008123416,0.0001043662,0.00009584546,0.002453012,0.8644645,0.000014481,6.154803e-7,0.0004371755,0.1218484,0.0001795457],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8972085,0.09866735,0.0003930622,0.001882582,0.001183139,0.0003481187,0.0001334073,0.00002431074,0.0001595368],"genre_scores_gemma":[0.9781349,0.01835655,0.00009421573,0.0008943332,0.0001565566,0.00003912624,0.000005317393,0.00001885294,0.002300111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.118443,"threshold_uncertainty_score":0.5750843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02647838045887684,"score_gpt":0.2991952742740415,"score_spread":0.2727168938151646,"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."}}