{"id":"W4395066215","doi":"10.5539/jpl.v17n2p36","title":"Research on Identification Standard and Judicial Determination of Destructive Procedure - Based on Technical Specifications and Legal Provisions","year":2024,"lang":"en","type":"article","venue":"Journal of Politics and Law","topic":"Environmental Policies and Emissions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Computer science; Law; Engineering; Reliability engineering; Forensic engineering; Political science","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":[0.0003506558,0.00005714409,0.00008487774,0.00008324229,0.0001865406,0.00006250608,0.00005105387,0.00004704542,0.00003065007],"category_scores_gemma":[0.00005050956,0.00004372694,0.00002132937,0.0000943349,0.0005188231,0.0001229393,0.00004050852,0.0002079052,0.000001579179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027923,"about_ca_system_score_gemma":0.00002262823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006874709,"about_ca_topic_score_gemma":0.00002341377,"domain_scores_codex":[0.9991964,0.00003699776,0.0002103095,0.0001176624,0.0003263373,0.000112356],"domain_scores_gemma":[0.9996155,0.0001363812,0.00006028548,0.00007386748,0.00001629706,0.0000976818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001557535,0.0003808943,0.002531313,0.0001544418,0.0000164674,0.00003351979,0.0007448072,0.0002483958,0.1037627,0.8741599,0.002537325,0.01527445],"study_design_scores_gemma":[0.001555403,0.006236437,0.7001238,0.001519014,0.0001999213,0.0005307324,0.003301759,0.01565598,0.04226956,0.1620629,0.06597038,0.0005740558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907224,0.00006954532,0.0003716933,0.002835234,0.00004622062,0.0001440567,0.00004786148,0.000004476636,0.005758547],"genre_scores_gemma":[0.9990677,0.00008398449,0.0006149674,0.00006460191,0.00005173696,0.000002241889,0.000001280257,0.000006320312,0.0001071469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.712097,"threshold_uncertainty_score":0.1911625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204238325411091,"score_gpt":0.3410932354923727,"score_spread":0.3090508522382618,"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."}}