{"id":"W2946732051","doi":"","title":"A Path Analysis of Early Childhood Education Student Teachers’ Thinking to Prospective Computer Integrated Education","year":2012,"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":"Path analysis (statistics); Early childhood education; Mathematics education; Psychology; Path (computing); Pedagogy; Sociology; Computer science","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":[0.002611408,0.0006142047,0.0004487273,0.001587612,0.001665943,0.001977634,0.001236938,0.0009118049,0.01228831],"category_scores_gemma":[0.01571011,0.0005420956,0.001264676,0.001973227,0.0008823979,0.001421926,0.002171871,0.002432633,0.0005036314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002792113,"about_ca_system_score_gemma":0.01085787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02954015,"about_ca_topic_score_gemma":0.02371991,"domain_scores_codex":[0.9983309,0.0009910138,0.00006469504,0.0001921283,0.0001545004,0.0002668046],"domain_scores_gemma":[0.9778668,0.01607991,0.002404224,0.0006917545,0.00149548,0.001461783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002057065,0.002307932,0.946916,0.0001301916,0.0003223186,0.0003280648,0.01455023,0.002402818,0.0004486313,0.004144752,0.001012381,0.02537945],"study_design_scores_gemma":[0.0003878451,0.002646486,0.9265558,0.0002351285,0.0008535094,0.0003609674,0.04666198,0.01220898,0.001581169,0.005126769,0.003304087,0.00007720008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973791,0.00003265712,0.0008257214,0.0001321621,0.00001165204,0.0001242862,0.0003211529,0.00001810005,0.0011552],"genre_scores_gemma":[0.9939483,0.000126591,0.003057602,0.00003346368,0.000003117411,0.0005044264,0.0004785832,0.00001368879,0.001834204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02954015,"threshold_uncertainty_score":0.05873644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00912780537021696,"score_gpt":0.2868628917257213,"score_spread":0.2777350863555044,"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."}}