{"id":"W3018994821","doi":"","title":"Its Instruction Model for Early Childhood Professionals","year":2002,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Early childhood; Mathematics education; Developmental psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002263862,0.0001896443,0.0001498766,0.0002795846,0.0004634047,0.0002776191,0.0005920584,0.0001183837,0.0001933145],"category_scores_gemma":[0.0001864347,0.0001953507,0.0001695711,0.0004489122,0.0000206746,0.001244167,0.00006089923,0.0002681064,0.0004348404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000822084,"about_ca_system_score_gemma":0.0004043724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001689972,"about_ca_topic_score_gemma":0.000002521878,"domain_scores_codex":[0.9984433,0.00008716249,0.0003794604,0.0004947109,0.0002776279,0.0003177453],"domain_scores_gemma":[0.9987295,0.00005391066,0.0002397386,0.000514688,0.0002933205,0.0001688017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000005039655,0.009669737,0.006465756,0.00006300597,0.0001523636,2.792016e-7,0.3933267,0.001091628,0.0001731673,0.1587782,0.1001948,0.3300793],"study_design_scores_gemma":[0.0007090132,0.000174448,0.9678264,0.0001622543,0.00002167492,0.0000169174,0.000445391,0.02026134,0.0002056255,0.006843823,0.002940645,0.0003924474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9059926,0.0004176317,0.07684153,0.009475086,0.003330088,0.001006467,0.000009497018,0.0003814791,0.002545587],"genre_scores_gemma":[0.9633893,0.00001237469,0.02063357,0.0008552104,0.0004977787,0.0003610167,0.00002939248,0.00002641807,0.01419497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9613607,"threshold_uncertainty_score":0.7966172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02566159129939422,"score_gpt":0.2872305748146894,"score_spread":0.2615689835152952,"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."}}