{"id":"W3125712405","doi":"","title":"Fixing the CEC Submissions Procedure: Are the 2012 Revisions Up to the Task?","year":2013,"lang":"en","type":"article","venue":"Golden Gate University Environmental Law Journal","topic":"International Environmental Law and Policies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Embarrassment; Nothing; Scope (computer science); Limiting; Commission; Task (project management); Political science; Process (computing); Task force; Business; Law and economics; Law; Public administration; Economics; Computer science; Engineering; Psychology; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000333141,0.0002451601,0.0001376,0.00002057844,0.003611288,0.000179015,0.001359723,0.00006960641,0.01265102],"category_scores_gemma":[0.00001505323,0.0001284052,0.0001860946,0.0001393039,0.00078716,0.000666421,0.0009481607,0.0005859344,0.005935443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005628791,"about_ca_system_score_gemma":0.000007683586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001235577,"about_ca_topic_score_gemma":0.0005593179,"domain_scores_codex":[0.9980956,0.0002176902,0.0002272313,0.00027673,0.0006993735,0.0004834151],"domain_scores_gemma":[0.9989451,0.0001246795,0.0002004788,0.0004335136,0.000004294498,0.0002919872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001788904,0.0005771337,0.0451039,0.00001388109,0.000395968,0.000149528,0.01184599,0.02767945,0.02595092,0.0258331,0.8537093,0.008561959],"study_design_scores_gemma":[0.0002350228,0.00004720667,0.0875021,0.00002756623,0.00005109022,0.0002508371,0.005746752,0.0001389709,0.0002891641,0.0002457121,0.9052489,0.0002167058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8399406,0.0002756033,0.0001771602,0.06985325,0.0007969282,0.001405985,0.0001515968,0.00004397198,0.08735491],"genre_scores_gemma":[0.9570016,0.0002397676,0.00006376344,0.003561626,0.0001859703,0.000005793679,0.000008065542,0.00002077944,0.03891262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.117061,"threshold_uncertainty_score":0.9976858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006038660257412159,"score_gpt":0.1774766246361698,"score_spread":0.1714379643787576,"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."}}