{"id":"W2757445731","doi":"10.3968/9867","title":"The Researches on the Ideological and Political Education Models of College Students From the Perspective of Network Discourse","year":2017,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Intersubjectivity; Sociology; Openness to experience; Subjectivity; Pedagogy; Political education; Politics; Dominance (genetics); Social science; Epistemology; Political science; Social psychology; Psychology; Law","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001620383,0.00007775978,0.0001182734,0.000005604394,0.004576754,0.0003937737,0.001654833,0.00008978627,0.00002273595],"category_scores_gemma":[0.005093138,0.00003176046,0.00005805352,0.00007189813,0.009004474,0.0002914085,0.0003686661,0.0002899907,0.000003790399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009968466,"about_ca_system_score_gemma":0.0001684585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01695074,"about_ca_topic_score_gemma":0.001883038,"domain_scores_codex":[0.9980751,0.0009331452,0.000215208,0.0001305358,0.000384146,0.0002618465],"domain_scores_gemma":[0.994801,0.003470369,0.0001993568,0.0007842769,0.0006703415,0.0000746911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004311805,0.00008549388,0.01402221,0.000001063282,0.00001335928,1.995703e-8,0.004387102,0.000003899718,0.00001112622,0.9798392,0.0009083803,0.0006850266],"study_design_scores_gemma":[0.00007196485,0.0000357273,0.3639271,0.0000309115,0.0000115467,1.323844e-7,0.04148087,0.00004371494,0.00004154752,0.5928846,0.001430751,0.00004109813],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8447677,0.0005433054,0.000002258424,0.1238076,0.00008850866,0.0003350868,0.0000197604,0.000007543234,0.0304282],"genre_scores_gemma":[0.99822,0.0003544015,0.00004901352,0.0003277186,0.0002069402,0.00004695171,0.000008208317,0.000002843728,0.0007838883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3869546,"threshold_uncertainty_score":0.9967191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277088575830474,"score_gpt":0.5041053898754324,"score_spread":0.376396532292385,"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."}}