{"id":"W3093085906","doi":"","title":"Understanding the Change in Pre-Service Teachers' Images about Early Childhood Teachers","year":2007,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Early childhood; Early childhood teacher; Service (business); Mathematics education; Developmental psychology; Business; Marketing","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":[0.001565483,0.0001813686,0.0001567918,0.0008224541,0.004328632,0.005112296,0.0007483481,0.001712239,0.004214704],"category_scores_gemma":[0.006801532,0.0003328117,0.0002238014,0.0005649651,0.005999747,0.004742606,0.001790809,0.004084528,0.0002948416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006220346,"about_ca_system_score_gemma":0.003110546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05940529,"about_ca_topic_score_gemma":0.0782061,"domain_scores_codex":[0.9990307,0.0003952435,0.00002391056,0.00007009858,0.0002089646,0.0002710624],"domain_scores_gemma":[0.9966062,0.001386016,0.0007142751,0.0001513366,0.0006519853,0.0004901207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000833,0.000109386,0.03374544,0.00005709972,0.000005501891,0.0003206317,0.943498,0.00006114034,0.001130959,0.01143744,0.001370727,0.008180414],"study_design_scores_gemma":[0.000007666266,0.00002438552,0.06545199,0.00006880998,0.000008593562,0.0001742756,0.9197474,0.00008337561,0.000607485,0.001836324,0.0119791,0.0000104537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571849,0.0003774639,0.0003961284,0.005774837,0.00004708317,0.00001085497,0.00003335412,0.000007232085,0.03616824],"genre_scores_gemma":[0.9971811,0.0001524919,0.00006951745,0.0001790976,0.0000046455,0.000005859074,0.00001106274,0.000005413371,0.00239088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05940529,"threshold_uncertainty_score":0.1181191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03297913892930529,"score_gpt":0.282917541197718,"score_spread":0.2499384022684127,"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."}}