{"id":"W4294591210","doi":"10.1111/cdev.13833","title":"Variation in caregivers' references to their toddlers: Child-directed speech in Vanuatu and Canada","year":2022,"lang":"en","type":"article","venue":"Child Development","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Psychology; Variation (astronomy); Developmental psychology; Toddler; Child development","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001500318,0.000322265,0.0003920767,0.002368571,0.003027838,0.001824072,0.001252597,0.0003415231,0.00113674],"category_scores_gemma":[0.006378119,0.0003086972,0.0003508073,0.003321921,0.001100578,0.0002969418,0.001615257,0.0004541936,0.0001179585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02251392,"about_ca_system_score_gemma":0.01988778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9881915,"about_ca_topic_score_gemma":0.993825,"domain_scores_codex":[0.9985298,0.0002260214,0.0001056872,0.0001934187,0.0004964871,0.0004485876],"domain_scores_gemma":[0.9969553,0.0004069229,0.000510615,0.00009940917,0.001627355,0.000400407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001240348,0.00001851114,0.9049371,0.0001047799,0.00005480498,0.0005133887,0.07377929,0.0001046461,0.0009966613,0.0004600323,0.001032691,0.01787396],"study_design_scores_gemma":[0.000002323487,0.00001901343,0.9328036,0.0001305462,0.00001765149,0.0001831472,0.064109,0.0001116037,0.0002745579,0.00003190979,0.002292605,0.00002399561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968106,0.0004799165,0.00009887401,0.0001075928,0.00001299607,0.00001952288,0.0006602721,0.000004938743,0.001805298],"genre_scores_gemma":[0.9984671,0.0004155495,0.0001406633,0.0000332374,0.000001422084,0.00001422129,0.0003531143,0.00000408543,0.0005706124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02251392,"threshold_uncertainty_score":0.1633507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248164046020094,"score_gpt":0.2222007503832,"score_spread":0.2097191099229991,"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."}}