{"id":"W3161812791","doi":"","title":"Investigation of Early Childhood Teachers` Attitudes Toward Science Teaching: A Path Analysis","year":2007,"lang":"en","type":"article","venue":"Early childhood education","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Path (computing); Path analysis (statistics); Pedagogy; Computer science; Mathematics; Statistics","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":[0.002106508,0.0004452963,0.0003330403,0.001074021,0.001355562,0.001371661,0.0006364396,0.0005665586,0.00428605],"category_scores_gemma":[0.006208525,0.0004929091,0.0007793293,0.001429866,0.0007042187,0.0008148273,0.001766753,0.001589314,0.0002006293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465499,"about_ca_system_score_gemma":0.00443542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0139503,"about_ca_topic_score_gemma":0.01950812,"domain_scores_codex":[0.9991529,0.0004641844,0.00002662897,0.000070102,0.0001037362,0.0001823936],"domain_scores_gemma":[0.9909923,0.005540649,0.001568893,0.0002772481,0.0008459462,0.0007750304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001841166,0.0005843883,0.9707965,0.00005411051,0.00006258643,0.0001974561,0.01313838,0.0003913115,0.0005453604,0.002031968,0.0001193979,0.0118944],"study_design_scores_gemma":[0.00002210038,0.0004565903,0.9699044,0.00007953388,0.0001090217,0.0002098538,0.02548719,0.001136412,0.0007854569,0.0007789836,0.001017319,0.00001314818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990546,0.00002769748,0.0001620321,0.00004968265,0.000001147826,0.00001512919,0.00005294595,0.000001895122,0.0006347887],"genre_scores_gemma":[0.9983189,0.00009913937,0.0006908101,0.00001125011,6.231056e-7,0.00005849211,0.00007874893,0.000001912972,0.0007402651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0139503,"threshold_uncertainty_score":0.02773815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641486389487565,"score_gpt":0.3201267870746942,"score_spread":0.2937119231798186,"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."}}