{"id":"W2738119445","doi":"10.32920/25254271.v1","title":"Roundtable: Conversations on Conversing in Child and Youth Care","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Brock University; University of Victoria","funders":"","keywords":"Psychology; Child care; Developmental psychology; Political science; Nursing; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02340869,0.001979958,0.0009719543,0.001257679,0.04081,0.01008395,0.004611476,0.01108771,0.04488299],"category_scores_gemma":[0.05092356,0.001512585,0.001749517,0.001284893,0.01038025,0.0138179,0.0198778,0.02110194,0.01216391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01167323,"about_ca_system_score_gemma":0.009612739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02089205,"about_ca_topic_score_gemma":0.02979419,"domain_scores_codex":[0.9674274,0.02412389,0.0007072974,0.001533424,0.002544327,0.003663643],"domain_scores_gemma":[0.9390595,0.03138624,0.002564753,0.002063666,0.005963446,0.01896251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002829736,0.0001406732,0.0003649212,0.0004441612,0.00001856122,0.002044829,0.5943733,0.0002540413,0.002104238,0.0153436,0.3687956,0.01583305],"study_design_scores_gemma":[0.00004025312,0.0001476715,0.000913942,0.0005474213,0.000009708693,0.0004381704,0.3187268,0.0002979996,0.0009456906,0.003676233,0.6740867,0.0001694266],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1189041,0.007711671,0.04216955,0.4896457,0.09003466,0.005236527,0.00333273,0.003007972,0.2399571],"genre_scores_gemma":[0.6483977,0.003858276,0.02764306,0.1112899,0.01212196,0.01180081,0.00175967,0.003310586,0.1798181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04488299,"threshold_uncertainty_score":0.1501485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05270591048869192,"score_gpt":0.3725338812474769,"score_spread":0.3198279707587849,"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."}}