{"id":"W4252194528","doi":"10.32920/14639058","title":"Troubled Relationships in Early Childhood Education: Parent-Teacher Interactions in Ethnoculturally Diverse Child Care Settings","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Community College; Université du Québec à Montréal; Toronto Metropolitan University","funders":"","keywords":"Early childhood education; Child care; Early childhood; Developmental psychology; Parent education; Psychology; Medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002866623,0.0004345379,0.0008038565,0.00137501,0.0132739,0.006172998,0.001110014,0.001135076,0.002128712],"category_scores_gemma":[0.006528104,0.0006498471,0.00027804,0.002178108,0.005368045,0.003182897,0.008070405,0.00272102,0.00017757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004505445,"about_ca_system_score_gemma":0.005544758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1175317,"about_ca_topic_score_gemma":0.2888109,"domain_scores_codex":[0.9960328,0.002172182,0.000120362,0.0002567444,0.0002471263,0.001170807],"domain_scores_gemma":[0.9952974,0.001774335,0.0006512448,0.0002044653,0.0004244724,0.001648044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008530546,0.0001811908,0.07156166,0.00006019375,0.00001596152,0.0008600938,0.9210054,0.00002203696,0.0003677904,0.0004098167,0.0003915482,0.005039065],"study_design_scores_gemma":[0.000006155121,0.00003321555,0.07300885,0.00004661301,0.000008431004,0.0002183188,0.9255954,0.000009887771,0.00007716913,0.0000817555,0.000904837,0.000009279404],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978355,0.0005331976,0.00002914461,0.0001993784,0.0000124413,0.000008282184,0.00002430778,0.000001553687,0.001356232],"genre_scores_gemma":[0.9991403,0.0003423055,0.00004141547,0.0001036569,0.000002748092,0.0000150374,0.00002120563,0.000003006852,0.0003303248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1175317,"threshold_uncertainty_score":0.2336951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04154950403447058,"score_gpt":0.3296761282929526,"score_spread":0.288126624258482,"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."}}