{"id":"W2733464123","doi":"","title":"The Feasibility of a Common Course in Early Childhood Teacher Preparation Programs. Research Brief.","year":2011,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Course (navigation); Psychology; Mathematics education; Early childhood teacher; Medical education; Pedagogy; Early childhood education; Medicine; Engineering","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":[0.003343044,0.0001256302,0.0001563759,0.000206065,0.0007228268,0.000119921,0.0005205557,0.0002532457,0.0000894921],"category_scores_gemma":[0.0007669203,0.0001078278,0.00006643787,0.001067822,0.0007192413,0.0004642642,0.00003526435,0.0006027066,0.00005288262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002530074,"about_ca_system_score_gemma":0.002466324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02111146,"about_ca_topic_score_gemma":0.02096267,"domain_scores_codex":[0.9973139,0.0009302781,0.0004583365,0.0003453412,0.0005401879,0.0004119323],"domain_scores_gemma":[0.9984643,0.0001341112,0.0002319855,0.0005791948,0.0004881693,0.0001022434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000140296,0.003537093,0.4894452,0.000001941492,0.00001368034,8.677964e-8,0.4007029,8.225057e-8,0.00001248851,0.04779893,0.0008040362,0.05766951],"study_design_scores_gemma":[0.0001813534,0.0002499587,0.9367775,0.00004538792,0.00001020206,7.145592e-7,0.03584366,6.713549e-7,0.0002119432,0.02560726,0.000971247,0.0001000892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606918,0.0002631788,0.000005908657,0.002586492,0.0004694144,0.001568889,0.000001471732,0.00009630804,0.0343166],"genre_scores_gemma":[0.9980416,0.00005958015,0.0002342477,0.00003620209,0.0001892412,0.0002994333,0.00002122746,0.00001493997,0.001103485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4473323,"threshold_uncertainty_score":0.9969022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07192288369170756,"score_gpt":0.4008253713526783,"score_spread":0.3289024876609707,"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."}}