{"id":"W1770040364","doi":"10.3968/6715","title":"A New Study on the Discipline Education Reform of Marxism Theory: Based on the Understanding of the Integrity of Marxism","year":2015,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epistemology; Consciousness; Sociology; Process (computing); Period (music); Mathematics education; Engineering ethics; Social science; Philosophy; Computer science; Psychology; Engineering; Aesthetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002410565,0.0002940323,0.0004926458,0.001853875,0.003028713,0.00565311,0.0007011874,0.001615194,0.005629627],"category_scores_gemma":[0.00408328,0.0001359241,0.0006114592,0.002384391,0.009082445,0.008782205,0.002386642,0.003038696,0.0004200393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004502845,"about_ca_system_score_gemma":0.004905419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620196,"about_ca_topic_score_gemma":0.001676469,"domain_scores_codex":[0.9982288,0.0008490634,0.0000636185,0.0002949229,0.0003974023,0.0001661137],"domain_scores_gemma":[0.9975837,0.001443509,0.0002385564,0.0001992894,0.0003605878,0.0001743042],"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":[0.00001541483,0.00005049303,0.0005532838,0.0001401442,0.000007352163,0.00009517768,0.007322198,0.0002050477,0.0002281871,0.9635438,0.003757654,0.02408107],"study_design_scores_gemma":[0.00002448422,0.00008345815,0.002617121,0.0003827324,0.00002445655,0.0002964779,0.008525967,0.001945875,0.0009137973,0.6863393,0.2988227,0.00002354577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1042958,0.03126704,0.06799622,0.06723949,0.003571658,0.0002069962,0.0001040351,0.0001107209,0.725208],"genre_scores_gemma":[0.909945,0.01603204,0.01277954,0.004471472,0.002264757,0.0001414967,0.00006361399,0.00005872759,0.05424331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00565311,"threshold_uncertainty_score":0.03267062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1462215706470018,"score_gpt":0.4069190593107332,"score_spread":0.2606974886637314,"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."}}