{"id":"W2903773365","doi":"","title":"Awareness of Pre-Service Teachers about Core Competencies and Validity in Core Competencies","year":2015,"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":"Core competency; Psychology; Core (optical fiber); Service (business); Pedagogy; Knowledge management; Business; Engineering; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004536961,0.0001603138,0.0002467806,0.0001693938,0.00009299546,0.0001010071,0.0005159284,0.00007589345,0.000003847341],"category_scores_gemma":[0.0001203064,0.0001525823,0.00003259489,0.0005303535,0.00007742151,0.0005256846,0.000115894,0.0001374052,0.00001124681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008597478,"about_ca_system_score_gemma":0.001366048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01615351,"about_ca_topic_score_gemma":0.001036188,"domain_scores_codex":[0.9987331,0.00008581148,0.0003538904,0.0002905224,0.0003222153,0.0002144463],"domain_scores_gemma":[0.9987613,0.0001255268,0.0002215843,0.0004218688,0.0003143919,0.0001553594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001653542,0.0002829106,0.6305197,0.00002470483,0.00001010686,1.658779e-7,0.3474899,0.00006430347,0.000196878,0.01834952,0.001295877,0.001764282],"study_design_scores_gemma":[0.0002060919,0.00007405904,0.9891629,0.0001337976,0.000006013823,0.00001341046,0.004216114,0.0000997953,0.0001311587,0.003999769,0.00179173,0.000165193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958478,0.000954696,0.0002959903,0.0009610274,0.0009483672,0.0002696009,0.000008972225,0.00004927809,0.0006642999],"genre_scores_gemma":[0.9948529,0.00001922123,0.004420473,0.0002916674,0.0001976155,0.00003928753,0.00002351613,0.000009664958,0.0001456756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3586432,"threshold_uncertainty_score":0.990398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05451672400958894,"score_gpt":0.2943390714398606,"score_spread":0.2398223474302717,"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."}}