{"id":"W1665502464","doi":"10.3968/4922","title":"Methods on the Construction of Traffic Law Discipline","year":2014,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Evaluation and Optimization Models","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Computer science; Key (lock); Economic Justice; Law; Sociology; Law and economics; Political science; Computer security","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":[0.000641824,0.00004043406,0.00006270474,0.00004796814,0.0001235034,0.00001275489,0.0001241577,0.00002280446,0.0002546505],"category_scores_gemma":[0.00002867016,0.00003092836,0.00002109977,0.000399128,0.0004022857,0.00009322873,0.000007448171,0.00003769952,0.00000428876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003160797,"about_ca_system_score_gemma":0.00005885982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001828918,"about_ca_topic_score_gemma":2.77351e-7,"domain_scores_codex":[0.9994712,0.00005145523,0.0001420118,0.00007093362,0.0002016255,0.00006273726],"domain_scores_gemma":[0.9996172,0.00007038026,0.0000596801,0.00008808121,0.0001428635,0.00002176133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[7.588363e-7,0.00001788384,0.000005931568,0.000005991094,0.000001378853,3.79566e-10,0.0006638483,0.02892131,0.002605212,0.9610356,0.0001906288,0.006551439],"study_design_scores_gemma":[0.0008810529,0.0001841007,0.08569469,0.0001290644,0.00009122936,0.000001490216,0.002985853,0.5941987,0.1360195,0.06680366,0.1122167,0.000793934],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2096198,0.00005059536,0.05828352,0.003160074,0.003506423,0.0003300219,0.000004529302,0.0001361181,0.7249089],"genre_scores_gemma":[0.9833663,0.000002197627,0.01609077,0.0001180866,0.00008021409,0.000007464375,0.00000135455,0.000003960679,0.0003296495],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.894232,"threshold_uncertainty_score":0.2788245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03319284536778487,"score_gpt":0.3678817811078038,"score_spread":0.334688935740019,"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."}}