{"id":"W2802003186","doi":"","title":"A Survey of Early Childhood Teachers' Science Education and Their Need for Educational Support.","year":2004,"lang":"en","type":"article","venue":"Early childhood education","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Early childhood education; Psychology; Pedagogy; Medical education; Early childhood; Mathematics education; Sociology; Developmental psychology; Medicine","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":[0.001321621,0.0001333038,0.000261935,0.001203726,0.001006973,0.0006152786,0.0003266933,0.0006746032,0.002570263],"category_scores_gemma":[0.00590661,0.0004010987,0.0001923261,0.001871968,0.0003582267,0.000656769,0.0006144705,0.001131171,0.0006326061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008571877,"about_ca_system_score_gemma":0.00177432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05382602,"about_ca_topic_score_gemma":0.08755733,"domain_scores_codex":[0.999127,0.0002245929,0.0001130103,0.00005554029,0.0002003783,0.0002795213],"domain_scores_gemma":[0.9942452,0.001111014,0.0018654,0.0001193604,0.0011849,0.0014741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005743732,0.0003190215,0.982614,0.00008503157,0.00001376872,0.0001950954,0.006700665,0.00001885388,0.0001725133,0.00005914754,0.001897826,0.007866534],"study_design_scores_gemma":[0.000005725601,0.0001414898,0.9858205,0.00004350023,0.000005892868,0.0001862001,0.01160065,0.00001685569,0.00003307329,0.00000731706,0.002134589,0.000004155017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969451,0.0004541884,0.00002547759,0.0004436589,0.00001134079,0.00002600408,0.0007956483,0.000003787527,0.001294959],"genre_scores_gemma":[0.9961367,0.001112183,0.000096279,0.0002788881,0.00001080522,0.0000651442,0.0006351421,0.000004025452,0.001660799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05382602,"threshold_uncertainty_score":0.1070254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050894643744167,"score_gpt":0.2550357984209837,"score_spread":0.2345268519835421,"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."}}