{"id":"W3123223266","doi":"","title":"A Study on Early Childhood Teachers’ Employment Communication","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":"Psychology; Early childhood teacher; Developmental psychology; Business; Early childhood","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":[0.0006657252,0.0002442432,0.0002127433,0.0002313992,0.000413733,0.0004428473,0.001173484,0.00007867503,0.0000135363],"category_scores_gemma":[0.0001021274,0.000232119,0.00008327434,0.0004397595,0.00003093243,0.0005787547,0.0001366766,0.0002880492,0.0005119675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319202,"about_ca_system_score_gemma":0.0003879285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001969419,"about_ca_topic_score_gemma":0.00003727028,"domain_scores_codex":[0.997877,0.0004458306,0.0004005682,0.0004755335,0.0004913888,0.0003096514],"domain_scores_gemma":[0.9977479,0.0001529431,0.0002432232,0.001556193,0.0001234673,0.0001762501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[8.81516e-7,0.005037196,0.07358595,0.000001412088,0.00006350112,1.215329e-7,0.8073636,0.00001825926,0.00002511698,0.06046901,0.006549123,0.04688581],"study_design_scores_gemma":[0.0003292245,0.0005476068,0.9895449,0.00006061552,0.00001274197,0.000005354048,0.002062483,0.000002072082,0.00006496568,0.003105371,0.004012875,0.0002518064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856431,0.0001550853,0.0009026852,0.003495143,0.0009423716,0.0008235869,0.000001735725,0.0002085077,0.007827757],"genre_scores_gemma":[0.9957861,0.000005462377,0.001482014,0.0009306546,0.0005919975,0.000259921,0.00001845657,0.00002604794,0.0008993602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9159589,"threshold_uncertainty_score":0.9465539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631568697665213,"score_gpt":0.2721162921204017,"score_spread":0.2558006051437495,"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."}}