{"id":"W2944725160","doi":"10.4000/chinaperspectives.8798","title":"Law as a Sword, Law as a Shield","year":2019,"lang":"en","type":"article","venue":"China Perspectives","topic":"China's Socioeconomic Reforms and Governance","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"SWORD; Law; Shield; Project commissioning; Publishing; Political science; Sociology; Engineering; Geology; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000313037,0.0001632232,0.0002440778,0.00002272153,0.0006080239,0.0001777532,0.0003667161,0.0001309628,0.002645757],"category_scores_gemma":[0.00008316892,0.0001400289,0.0001771443,0.0001143518,0.0005870411,0.0006072356,0.00007345702,0.000256063,0.002164254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004128597,"about_ca_system_score_gemma":0.0001691549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0902527,"about_ca_topic_score_gemma":0.01232738,"domain_scores_codex":[0.9987227,0.0000598889,0.0001509721,0.000421362,0.0002582414,0.0003868557],"domain_scores_gemma":[0.9993376,0.00007181219,0.0001154448,0.0002992482,0.00003907535,0.0001368162],"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":[0.00002095934,0.00005311529,0.001069659,0.000004864754,0.00002380576,0.000003793993,0.1501294,0.000002486297,0.00003824225,0.8480523,0.0003361853,0.0002651064],"study_design_scores_gemma":[0.0007882831,0.000219749,0.01430393,0.00005148982,0.00001533126,0.000006728422,0.1412054,0.00001028681,0.0002016224,0.4314514,0.4112253,0.0005204649],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4901498,0.0004536147,0.000001711639,0.002940651,0.0002497796,0.0001723031,0.00000411429,0.00005810746,0.5059699],"genre_scores_gemma":[0.9663754,0.0003309323,0.00005712907,0.0008799143,0.0004732403,0.00001281933,0.000001243177,0.0000188696,0.03185049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4762256,"threshold_uncertainty_score":0.9986127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006841547836275974,"score_gpt":0.2808503510117747,"score_spread":0.2740088031754987,"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."}}