{"id":"W1845736783","doi":"","title":"Research in the Implication of Youth's Intrinsic Characteristics on Civic Education of Colleges and Universities","year":2014,"lang":"en","type":"article","venue":"Canadian social science","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Maturity (psychological); Naturalness; Sociality; Independence (probability theory); Natural (archaeology); GRASP; Process (computing); Social change; Sociology; Pedagogy; Psychology; Public relations; Political science; Law; Engineering; Developmental psychology; Computer science","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":[0.001886477,0.00002504625,0.00005647646,0.0001859037,0.0005273963,0.00002585111,0.0002388708,0.00004146276,0.00001234483],"category_scores_gemma":[0.0003433536,0.00002058165,0.000008379081,0.0009044979,0.00205074,0.00007494356,0.00001111805,0.0000789087,0.000001898264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002697475,"about_ca_system_score_gemma":0.00215363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1105975,"about_ca_topic_score_gemma":0.0182149,"domain_scores_codex":[0.9991311,0.0002360026,0.00007982799,0.00008884486,0.0002559728,0.0002082577],"domain_scores_gemma":[0.9993462,0.0002352428,0.00003595609,0.00005911326,0.0002242961,0.0000992049],"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":[0.000001339857,0.00001304015,0.004942236,0.000003998165,1.913492e-7,2.667647e-8,0.02714726,1.467507e-8,0.000020683,0.9576346,0.00005552348,0.01018111],"study_design_scores_gemma":[0.00003909935,0.00005509563,0.6898776,0.00002007859,0.000002692612,9.025364e-8,0.2820968,0.000002503512,0.00005555445,0.01856888,0.009231789,0.00004979789],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8054724,0.000005442093,7.078064e-7,0.003732245,0.00006978063,0.00008788027,0.00000792952,0.000001354457,0.1906223],"genre_scores_gemma":[0.9995255,0.000008592794,0.000005809054,0.0002351451,0.0001132248,0.000002976542,0.000001802005,7.77285e-7,0.0001061331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9390657,"threshold_uncertainty_score":0.9997001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0498742719539637,"score_gpt":0.3669603672080604,"score_spread":0.3170860952540967,"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."}}