{"id":"W4402091332","doi":"10.1353/vcr.2024.a936083","title":"\"Chat and Chatter\": Capturing Family Conversation","year":2024,"lang":"en","type":"article","venue":"Victorian review","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Conversation; Communication; Psychology; Linguistics; Sociology; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003825401,0.0007291019,0.0008169619,0.006900355,0.001045658,0.003655539,0.001452843,0.001687657,0.002081453],"category_scores_gemma":[0.01988283,0.0004107172,0.0005469801,0.003711713,0.001483965,0.003430051,0.001853558,0.001279564,0.0005958399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001737726,"about_ca_system_score_gemma":0.003835251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01315937,"about_ca_topic_score_gemma":0.04617158,"domain_scores_codex":[0.9972637,0.001736708,0.0001592884,0.0002510168,0.000473138,0.0001161348],"domain_scores_gemma":[0.984116,0.01224447,0.001157761,0.000446164,0.001609007,0.0004266091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002679958,0.0001486679,0.02331428,0.01941455,0.0003595244,0.0003314685,0.02928138,0.0001951258,0.001343568,0.003145276,0.01780665,0.9043916],"study_design_scores_gemma":[0.0001185625,0.0006407024,0.3293848,0.07821246,0.001745585,0.006848483,0.1059097,0.002840551,0.003501411,0.01268762,0.4577056,0.0004044724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09438163,0.8588733,0.01537133,0.00684916,0.001777124,0.0008187843,0.001986685,0.0003073922,0.01963456],"genre_scores_gemma":[0.3433286,0.6010819,0.03821779,0.004856742,0.001018184,0.001675475,0.001917371,0.0001577687,0.00774609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01315937,"threshold_uncertainty_score":0.02616554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098300695485811,"score_gpt":0.3101182886364045,"score_spread":0.2891352816815464,"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."}}