{"id":"W2753507176","doi":"","title":"A study of the Development of Self-initiated Career Education Course Program for Early Childhood Education Freshmen","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); Psychology; Career education; Pedagogy; Medical education; Mathematics education; Engineering; Vocational education; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003205852,0.000201374,0.000289093,0.001471082,0.003047264,0.001845379,0.0009722489,0.0008118516,0.004864836],"category_scores_gemma":[0.009843985,0.0003778225,0.0003440085,0.001212481,0.0006713818,0.001060111,0.001314631,0.001611611,0.0005656193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004516687,"about_ca_system_score_gemma":0.01012966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04701043,"about_ca_topic_score_gemma":0.08182448,"domain_scores_codex":[0.9987214,0.0004253912,0.00004654755,0.0001049778,0.0001993221,0.0005023071],"domain_scores_gemma":[0.9925081,0.002012076,0.0009156706,0.0002523205,0.001260272,0.003051583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006881532,0.01351123,0.8437757,0.0001077187,0.0000311861,0.0006695317,0.05825209,0.0001168496,0.001659757,0.002178819,0.0009337037,0.07807524],"study_design_scores_gemma":[0.00007413512,0.002631487,0.9334185,0.00007170484,0.0000281652,0.0001354582,0.05669808,0.0002401043,0.0009104519,0.0001765946,0.005596175,0.00001900823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987277,0.00004974532,0.00004610181,0.000116938,0.000005956009,0.00006153152,0.00004789804,0.000002354721,0.0009416653],"genre_scores_gemma":[0.9958352,0.0001366356,0.0002255953,0.0001083404,0.000005777668,0.00009265292,0.0000959649,0.000002958107,0.003496765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04701043,"threshold_uncertainty_score":0.09347355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815623916249791,"score_gpt":0.2822876360681236,"score_spread":0.2541313969056257,"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."}}