{"id":"W4404360888","doi":"10.1075/lia.00021.gla","title":"Child activity contexts and language environments","year":2024,"lang":"en","type":"article","venue":"Language Interaction and Acquisition","topic":"Language Development and Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta","funders":"","keywords":"Psychology; Linguistics; Sociology; Philosophy","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":[0.0005296534,0.0002882407,0.0003418613,0.000968488,0.00040747,0.001283733,0.0003125255,0.0002147734,0.002346753],"category_scores_gemma":[0.002637671,0.0002025863,0.0001724257,0.0008482101,0.0007594683,0.0003673667,0.001125285,0.0002296017,0.0002779448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003384891,"about_ca_system_score_gemma":0.000239311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004053308,"about_ca_topic_score_gemma":0.00946526,"domain_scores_codex":[0.9989447,0.0003914201,0.00008517601,0.0002564045,0.0001709805,0.0001513123],"domain_scores_gemma":[0.9976676,0.000983607,0.0007305501,0.0001144198,0.0002378238,0.0002658567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000399458,0.00008560286,0.9410042,0.0002943551,0.0001335863,0.001362486,0.01393399,0.0002383115,0.02016335,0.0004760885,0.0002670938,0.02164146],"study_design_scores_gemma":[0.000001597561,0.00003815396,0.9952219,0.00002482425,0.00001236103,0.000292671,0.002926121,0.00005458188,0.0005764863,0.00007675515,0.000766953,0.000007499196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966533,0.0005582453,0.000419267,0.00002531379,0.000004655571,0.000008992505,0.0003236432,0.00001118679,0.001995474],"genre_scores_gemma":[0.9990349,0.0001926101,0.0003601383,0.000007561486,0.000003543977,0.00001510208,0.0001455722,0.000007304909,0.0002333638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004053308,"threshold_uncertainty_score":0.008059382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00566803140570083,"score_gpt":0.2922677079286509,"score_spread":0.2865996765229501,"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."}}