{"id":"W2986761555","doi":"","title":"The Relationship between Early Childhood Teacher Aptitude and Sense of Happiness","year":2014,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Aptitude; Happiness; Psychology; Developmental psychology; Social psychology","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":[0.0006971454,0.0001330614,0.000134121,0.0001411243,0.0004520568,0.0002638184,0.0003908209,0.00007722248,0.00001167363],"category_scores_gemma":[0.0008008315,0.000110926,0.00007744435,0.0003727121,0.00008538968,0.0004105955,0.00007793521,0.0003011307,0.00007083646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002530928,"about_ca_system_score_gemma":0.0002628251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001703616,"about_ca_topic_score_gemma":0.00001047329,"domain_scores_codex":[0.9986494,0.0002933055,0.0003475873,0.0002949226,0.0002200137,0.0001947651],"domain_scores_gemma":[0.9983904,0.0005093974,0.0002486234,0.000602243,0.0001350335,0.0001142738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[6.382685e-7,0.000301083,0.8114933,0.000006874649,0.00003137549,3.214466e-8,0.03467602,0.000005598954,0.000008343891,0.1159951,0.001105743,0.0363759],"study_design_scores_gemma":[0.0001648206,0.00007775058,0.9882047,0.00006626372,0.00001676226,0.00000530126,0.000274286,0.00001679996,0.00001792456,0.008738289,0.002293889,0.0001231659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802296,0.0002074168,0.01145831,0.004782099,0.0005699138,0.0002200171,0.000001163134,0.00009113129,0.002440382],"genre_scores_gemma":[0.9950264,0.000004856489,0.002651052,0.0001054483,0.0003700496,0.00003055281,0.00001063993,0.00001399611,0.001786977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1767115,"threshold_uncertainty_score":0.4523431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769664536608584,"score_gpt":0.270230028169599,"score_spread":0.2525333828035131,"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."}}