{"id":"W2795180148","doi":"","title":"The Study about 3-year Course College of Department of Early Childhood Education's Graduate's Employment Preparation Behavior","year":2011,"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":"Course (navigation); Medical education; Psychology; Graduate education; Mathematics education; Pedagogy; Medicine; Engineering","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":[0.0005450161,0.0002355373,0.0002619687,0.0001541607,0.0003327027,0.00008364522,0.0008703131,0.00006817599,0.00001864999],"category_scores_gemma":[0.0000457573,0.0001929892,0.000118195,0.0005265074,0.00008724058,0.0005262921,0.00009998494,0.000138925,0.00003880171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009736007,"about_ca_system_score_gemma":0.003004239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002786809,"about_ca_topic_score_gemma":0.0001433931,"domain_scores_codex":[0.9976766,0.0002277203,0.0007601479,0.0004006895,0.0006507415,0.0002840841],"domain_scores_gemma":[0.9974988,0.00008453902,0.0006653631,0.001027671,0.0005780199,0.0001456173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001406482,0.02347916,0.2905761,0.00001120167,0.0002191847,3.140076e-7,0.5688021,0.00000467404,0.00006910605,0.09034579,0.008431722,0.01804664],"study_design_scores_gemma":[0.0002622394,0.0008180915,0.9890779,0.00005757114,0.00007676228,0.000006812781,0.006572192,4.068339e-7,0.0009827763,0.00155723,0.0004032835,0.0001847517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933327,0.0005174571,0.00008159948,0.0003297278,0.002125568,0.002371003,0.00004604669,0.00005033458,0.001145562],"genre_scores_gemma":[0.9962133,0.00002753516,0.001799723,0.00005487798,0.0002918773,0.0009212499,0.00002693386,0.00002155442,0.0006429934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6985018,"threshold_uncertainty_score":0.7869871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190161425493894,"score_gpt":0.2897082828719216,"score_spread":0.2678066686169827,"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."}}