{"id":"W2519531434","doi":"","title":"Promulgation of Optimism in Secondary Education","year":2016,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Religious, Philosophical, and Educational Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indoctrination; Optimism; Promulgation; Affect (linguistics); Psychology; Social psychology; Political science; Law; Ideology","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":[0.0007864427,0.00007486226,0.0001415723,0.000225056,0.0003923286,0.00002134847,0.0003356047,0.00007141644,0.0003717853],"category_scores_gemma":[0.0002183508,0.00006222132,0.00004286947,0.001018874,0.001615004,0.0004750964,0.00003145792,0.00005501028,0.00001564842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003535154,"about_ca_system_score_gemma":0.005358714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209822,"about_ca_topic_score_gemma":0.00002479186,"domain_scores_codex":[0.998579,0.00007774754,0.0003220488,0.0002298729,0.000576807,0.0002145511],"domain_scores_gemma":[0.9988078,0.0001006548,0.0002585981,0.0001088405,0.0006425674,0.00008148124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000007279349,0.0004460505,0.007042766,0.0000204175,0.000003190685,1.404047e-8,0.01566796,1.931272e-7,0.004187478,0.9382297,0.004368609,0.03002629],"study_design_scores_gemma":[0.0001488734,0.00002865575,0.7573658,0.00007817292,0.000007132256,1.476786e-7,0.003380223,1.247953e-7,0.001346504,0.1458613,0.0916407,0.0001423871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3741956,0.0003553657,0.000007145081,0.01962251,0.001981948,0.0003101348,0.000003762702,0.00001914782,0.6035044],"genre_scores_gemma":[0.9929443,0.0001576237,0.0003686493,0.0001969176,0.0005738701,0.00005826003,0.000001891203,0.000004739413,0.005693724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7923685,"threshold_uncertainty_score":0.9506129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02684902126456446,"score_gpt":0.3598458353910478,"score_spread":0.3329968141264834,"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."}}