{"id":"W4401915489","doi":"10.3390/bs14090754","title":"Young Children’s Directed Question Asking in Preschool Classrooms","year":2024,"lang":"en","type":"article","venue":"Behavioral Sciences","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Jacobs Foundation","keywords":"Psychology; Mathematics education; Developmental psychology; Pedagogy","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":[0.001496948,0.0003816334,0.00059174,0.001372091,0.0006720246,0.001519005,0.0004277242,0.0006596916,0.001362214],"category_scores_gemma":[0.006126819,0.0004899652,0.0004207986,0.0005969313,0.0008748256,0.0009490977,0.001438705,0.0005426405,0.0004631328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008289571,"about_ca_system_score_gemma":0.0007534333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028619,"about_ca_topic_score_gemma":0.02235319,"domain_scores_codex":[0.9986402,0.000221023,0.0001433414,0.0004508744,0.0003111539,0.0002333366],"domain_scores_gemma":[0.9970329,0.001267249,0.0007491507,0.0001749149,0.0004483676,0.0003274402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003997561,0.0002112852,0.5351618,0.0006582087,0.00006307249,0.004749916,0.3587254,0.0001947819,0.04898718,0.0006337127,0.00111807,0.0490967],"study_design_scores_gemma":[0.00001183691,0.000251736,0.9172646,0.0001757598,0.00005981621,0.002185071,0.06720643,0.0001187173,0.005351941,0.000359388,0.006951055,0.00006369466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978806,0.0004483284,0.0003198328,0.00002769724,0.000006028828,0.00002395566,0.0002495794,0.00002827376,0.001015639],"genre_scores_gemma":[0.9973843,0.0004315095,0.0008889015,0.00004675617,0.000005057502,0.00007640982,0.0003288285,0.00001793047,0.0008203111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01028619,"threshold_uncertainty_score":0.02045262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0308978295639734,"score_gpt":0.3675564991631363,"score_spread":0.3366586695991629,"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."}}