{"id":"W2363107549","doi":"","title":"The theory of the style of study is the major component of Marxist theory as a system","year":2001,"lang":"en","type":"article","venue":"Xinyang Shifan Xueyuan xuebao. Ziran kexueban","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prairie Improvement Network","funders":"","keywords":"Marxist philosophy; Style (visual arts); Component (thermodynamics); Epistemology; Neo-Marxism; Sociology; Neoclassical economics; Social science; Philosophy; Literature; Political science; Law; Economics; Physics; Art; Thermodynamics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007566427,0.000362166,0.0006446396,0.0001220097,0.001826915,0.00007922533,0.002386977,0.000151033,0.0002001604],"category_scores_gemma":[0.0005519085,0.0001920441,0.0005459739,0.001077067,0.002614514,0.0001718921,0.0002811183,0.0004451764,0.00003474122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002203,"about_ca_system_score_gemma":0.0003214549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003289401,"about_ca_topic_score_gemma":0.003476972,"domain_scores_codex":[0.9929061,0.003587441,0.001002689,0.0004399246,0.001588503,0.0004753399],"domain_scores_gemma":[0.9950117,0.001939802,0.0009174654,0.001634536,0.0003583425,0.0001381755],"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":[0.0008500289,0.0006676387,0.01343294,0.0001335974,0.0003784564,0.00001090083,0.1221295,0.00001030158,0.0008240737,0.8589246,0.0008563165,0.001781648],"study_design_scores_gemma":[0.005654683,0.00151252,0.1021225,0.001159632,0.001577434,0.00005426749,0.3347141,0.00007793351,0.003849153,0.4255014,0.122163,0.001613342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8811046,0.001122891,0.00003053208,0.001988021,0.0009640268,0.001674256,0.00006693882,0.00007072036,0.112978],"genre_scores_gemma":[0.9953378,0.00002075773,0.00001184243,0.0002246085,0.0003439377,0.00005205302,0.000002115487,0.0000460273,0.00396085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4334231,"threshold_uncertainty_score":0.9994726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239852488090519,"score_gpt":0.2708082941682617,"score_spread":0.2484097692873566,"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."}}