{"id":"W2991805577","doi":"","title":"The study of scientific knowledge, attitude toward science, and science teaching efficacy of preservice early childhood teacher","year":2008,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Science education; Pedagogy","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":[0.00283387,0.0002036698,0.0003731437,0.0009740596,0.001174108,0.001408335,0.00035225,0.000558572,0.001681619],"category_scores_gemma":[0.01408448,0.0003056102,0.0002852293,0.0006470291,0.001018049,0.0007750264,0.0006778929,0.001578424,0.0003427762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008740525,"about_ca_system_score_gemma":0.002301874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007230457,"about_ca_topic_score_gemma":0.01045741,"domain_scores_codex":[0.9989172,0.0004205927,0.00005942203,0.0000802057,0.0003301821,0.0001923881],"domain_scores_gemma":[0.9811004,0.01066179,0.003334007,0.00066852,0.002234147,0.002001214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004335187,0.004284669,0.9324368,0.0001136176,0.00006096557,0.0004087751,0.03566388,0.00008697832,0.003741084,0.0006046853,0.0004081969,0.02175686],"study_design_scores_gemma":[0.00002439441,0.0006467889,0.982094,0.00004736679,0.00003585992,0.0002802751,0.01424001,0.0001042546,0.00129163,0.0002022997,0.001022372,0.00001064627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991716,0.00009445874,0.00001944289,0.0000433713,0.000002815118,0.000003965393,0.000007173508,6.977862e-7,0.0006565565],"genre_scores_gemma":[0.9986015,0.0001823386,0.0000790138,0.00003794545,0.000003667325,0.00001233524,0.00002213727,0.000001199303,0.001059792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007230457,"threshold_uncertainty_score":0.01498711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03170289060973407,"score_gpt":0.3361789671382662,"score_spread":0.3044760765285321,"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."}}