{"id":"W2957788171","doi":"","title":"A Study on the Teachers Administrative Difficulties and Countermeasures through Interviews with Director of Private Child-Care Institutions","year":2014,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Child care; Psychology; Public relations; Business; Pedagogy; Political science; Nursing; Medicine","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":[0.0001746588,0.0001353267,0.0001410765,0.00004743727,0.0002704971,0.0001426827,0.0003373593,0.00002483313,0.000001735043],"category_scores_gemma":[0.0000718509,0.00007913787,0.00002959247,0.0001861954,0.0001063847,0.0002736161,0.00003982955,0.0001179594,0.000005282317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003385246,"about_ca_system_score_gemma":0.0002425038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004361268,"about_ca_topic_score_gemma":0.000112433,"domain_scores_codex":[0.999069,0.0001904814,0.0001905866,0.0002239502,0.0002186415,0.0001073799],"domain_scores_gemma":[0.9992011,0.00009785921,0.0001664191,0.0003893231,0.0001064552,0.00003882707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00000183958,0.0006440025,0.03260533,0.000006743418,0.00004800387,4.653815e-8,0.8534643,0.000006665701,0.000015535,0.1108626,0.0004980892,0.001846876],"study_design_scores_gemma":[0.0001387601,0.0004994943,0.9731835,0.0001770943,0.00001217561,0.000005569834,0.02330635,5.269283e-7,0.0002038097,0.0001655983,0.00220779,0.00009930519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917893,0.0002677723,0.0005820429,0.001829088,0.0002721963,0.0005824147,0.000004800181,0.00003164155,0.004640745],"genre_scores_gemma":[0.9989899,0.000006323235,0.0004032665,0.0002448675,0.000148255,0.0001362114,0.000004708581,0.000006201222,0.00006024258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9405782,"threshold_uncertainty_score":0.3227149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03725644221306847,"score_gpt":0.299421537611838,"score_spread":0.2621650953987695,"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."}}