{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004779122,0.000175059,0.0002281817,0.0009131734,0.0009363199,0.0001449519,0.0004935063,0.0001494906,0.00006055618],"category_scores_gemma":[0.0007943716,0.0001751988,0.0001218765,0.002397574,0.0004404349,0.00120854,0.00006079523,0.0003713336,0.00002293839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003484638,"about_ca_system_score_gemma":0.003524354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003660609,"about_ca_topic_score_gemma":0.0002492154,"domain_scores_codex":[0.9972639,0.000243779,0.0004880565,0.0004507999,0.001101951,0.0004515196],"domain_scores_gemma":[0.9986055,0.0001210312,0.0004018201,0.0002661349,0.0003273341,0.0002781488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002228235,0.0001841403,0.5669266,0.000002032071,0.0000550168,8.2882e-8,0.4038652,0.000001001664,0.0007160386,0.006318856,0.0001006645,0.02182819],"study_design_scores_gemma":[0.0001593811,0.00004847227,0.9850432,0.00006496103,0.00009326989,2.258703e-7,0.01126331,3.186485e-7,0.0007917197,0.002086651,0.0002485999,0.0001999264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897439,0.00008540694,0.0008081527,0.001020455,0.0006072609,0.0004345699,0.000002155475,0.000110735,0.007187374],"genre_scores_gemma":[0.993542,0.00001108014,0.005029093,0.0001676095,0.0004112578,0.00001800072,0.00004761847,0.00001501563,0.0007583741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4181166,"threshold_uncertainty_score":0.720151,"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."}}