{"id":"W4366977248","doi":"10.1111/maq.12750","title":"Beyond the Limits: Conversation, Part II","year":2023,"lang":"en","type":"article","venue":"Medical Anthropology Quarterly","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Conversation; Library science; Anthropology; Sociology; Computer science; Communication","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.01233579,0.00008907874,0.0001764806,0.00007132918,0.002236414,0.00003402108,0.0004734549,0.0002883979,0.008906756],"category_scores_gemma":[0.004419569,0.00005758514,0.00007116402,0.0006633509,0.01349077,0.0001016757,0.00003776521,0.0005650187,0.0008697223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003811509,"about_ca_system_score_gemma":0.0005892672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002029384,"about_ca_topic_score_gemma":0.003658219,"domain_scores_codex":[0.9939259,0.003838822,0.0002598316,0.0002337979,0.001136226,0.0006054187],"domain_scores_gemma":[0.9954792,0.003792576,0.00005847708,0.0001928282,0.0001701302,0.0003068417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009626142,0.00004765417,0.0002967233,0.000008275622,0.00003264487,0.00003506221,0.1955224,6.376334e-8,0.000008175602,0.5366722,0.1689256,0.09844153],"study_design_scores_gemma":[0.0002159616,0.0004335384,0.0003999219,0.00001068439,0.000006712882,0.000001754239,0.1950705,0.00008589775,0.00001010105,0.1801758,0.6234999,0.00008913182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03417127,0.0001712006,0.001894725,0.9491527,0.00202953,0.0002025651,0.000009618106,0.0001974845,0.01217089],"genre_scores_gemma":[0.9512846,0.003824442,0.0006312107,0.02165772,0.004278635,0.0001777669,0.00005964514,0.00004077567,0.01804517],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.927495,"threshold_uncertainty_score":0.9999082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1305885430428641,"score_gpt":0.5081548406208686,"score_spread":0.3775662975780044,"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."}}