{"id":"W3198192097","doi":"10.1080/09669760.2021.1971949","title":"Language expansion in Chinese parent–child mealtime conversations: across different conversational types and initiators","year":2021,"lang":"en","type":"article","venue":"International Journal of Early Years Education","topic":"Language Development and Disorders","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Zhejiang Normal University","keywords":"Psychology; Quarter (Canadian coin); Developmental psychology; Conversation; Variation (astronomy); Language acquisition; Linguistics; Communication; History; Mathematics education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001621854,0.00008864378,0.0001287652,0.0001905664,0.00002682651,0.00006907131,0.0001298429,0.00005991808,0.0008472927],"category_scores_gemma":[0.0001627884,0.00008179761,0.00004864713,0.0001237219,0.00003602959,0.000239712,0.00003466812,0.0001554805,0.00003309975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008492346,"about_ca_system_score_gemma":0.000245857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001952449,"about_ca_topic_score_gemma":0.0001407733,"domain_scores_codex":[0.9990541,0.00007907887,0.0003346894,0.000132129,0.0002899513,0.0001100491],"domain_scores_gemma":[0.99927,0.00009321165,0.0002113438,0.00007699255,0.0002872212,0.00006128784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000176238,0.0005530551,0.8776991,0.000007561872,0.0001941223,0.00012712,0.08194111,0.000007976128,0.0003168457,0.001266578,0.00105321,0.03665705],"study_design_scores_gemma":[0.001124122,0.00002852552,0.9852143,0.00006407669,0.000009075887,0.0001024627,0.01233401,0.00000583559,0.00007206566,0.0005726682,0.0003852404,0.00008761776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937463,0.001301733,0.00004817467,0.001152454,0.002612422,0.00006253849,0.00001163374,0.000006748592,0.001057941],"genre_scores_gemma":[0.9985068,0.0000872562,0.00017711,0.0004596662,0.0002723551,0.000006522708,0.00008382634,0.00000949397,0.0003969946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1075152,"threshold_uncertainty_score":0.9277261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088061559862257,"score_gpt":0.3433077212719893,"score_spread":0.3324271056733667,"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."}}