{"id":"W3092565042","doi":"","title":"The Study of Numerical Notations Appearing in the Play of Parent-Young Child Dyads: Comparison between Korea and France","year":2011,"lang":"en","type":"article","venue":"Early childhood education","topic":"Consumer Perception and Purchasing Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Notation; Psychology; Developmental psychology; Mathematics; Arithmetic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008204573,0.0002772369,0.0003023882,0.001319732,0.001585834,0.002045756,0.0004084938,0.0005496353,0.002294349],"category_scores_gemma":[0.002539136,0.0002792477,0.0002579412,0.0008073793,0.00108996,0.0006282784,0.001048153,0.0005726972,0.0002483061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001506316,"about_ca_system_score_gemma":0.001380966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0508659,"about_ca_topic_score_gemma":0.0618677,"domain_scores_codex":[0.9994504,0.0002573007,0.00002368597,0.00005934889,0.00005834992,0.0001508408],"domain_scores_gemma":[0.9987547,0.0004678397,0.0002719037,0.00005470876,0.0001656717,0.0002852191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003249834,0.0004376694,0.6421267,0.00005966745,0.00002497316,0.002634738,0.3369312,0.00006613597,0.005025584,0.001321907,0.0002689933,0.01077747],"study_design_scores_gemma":[0.00001064279,0.0003567058,0.6436507,0.00003965575,0.00002315072,0.001621162,0.3510791,0.0001412188,0.0005530671,0.0001175818,0.002381686,0.00002530435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994552,0.00007882578,0.00002582891,0.0000185748,0.000001230237,0.000002272425,0.00001256198,6.891659e-7,0.0004049553],"genre_scores_gemma":[0.999188,0.000133118,0.00006527163,0.00001297606,9.320313e-7,0.00000749105,0.00002919843,0.000001818377,0.0005611017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0508659,"threshold_uncertainty_score":0.1011396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03378014421694707,"score_gpt":0.2755619001579366,"score_spread":0.2417817559409895,"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."}}