{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004517383,0.0001854029,0.000206308,0.0008141995,0.002771165,0.0006598676,0.003285041,0.00004108738,0.000006560753],"category_scores_gemma":[0.002255007,0.0001438402,0.0000462982,0.003127916,0.002080194,0.001898027,0.000794954,0.0004107756,0.00002121434],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285337,"about_ca_system_score_gemma":0.01369681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008074514,"about_ca_topic_score_gemma":0.00004956379,"domain_scores_codex":[0.9959146,0.000229053,0.0004670895,0.0008421257,0.001952092,0.0005950043],"domain_scores_gemma":[0.9961526,0.0003863623,0.0002677526,0.001252066,0.001597255,0.0003439078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001184173,0.0121293,0.1478163,0.00002155898,0.0000495468,5.2765e-7,0.6948474,0.00001358585,0.003207099,0.02014484,0.0009229762,0.120835],"study_design_scores_gemma":[0.0004006992,0.0004152833,0.9946201,0.00004067434,0.000008181692,0.00001252306,0.002427902,0.00004621145,0.0008737562,0.000662227,0.0003486402,0.0001437743],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928715,0.0006707882,0.00007073208,0.0006190832,0.0008802277,0.0008274471,0.000001512519,0.00003813918,0.004020546],"genre_scores_gemma":[0.9978419,0.00002035765,0.00133606,0.0000201732,0.0001803885,0.00004603164,0.000001467744,0.00001130728,0.0005423202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8468038,"threshold_uncertainty_score":0.9985271,"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."}}