{"id":"W4248652555","doi":"10.5195/pjephl.2014.69","title":"Front Matter","year":2014,"lang":"en","type":"paratext","venue":"Pittsburgh Journal of Environmental and Public Health Law","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Engineering, Michigan State University; Amherst College; Rutgers, The State University of New Jersey; Radford University; Duquesne University; Fordham University; San Francisco State University; University of South Carolina; Michigan State University; University of Dayton; University of Oxford; James Madison University; University of Notre Dame; Georgetown University; Syracuse University; University of Pittsburgh; Case Western Reserve University; Ohio Wesleyan University; Carnegie Mellon University; East Tennessee State University; George Washington University; University of Pennsylvania; Harvard University; Santa Clara University; Yale University; Bowling Green State University; York University; University of Miami; Northwestern University; West Virginia University; Tulane University; Carleton College","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002426351,0.0007189005,0.001644836,0.0004048945,0.0003793988,0.0002541761,0.0006062414,0.0004480353,0.08429057],"category_scores_gemma":[0.00001514705,0.0005929962,0.0003678778,0.00006579651,0.0006595353,0.0006025269,0.0002684746,0.001632184,0.06658135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009747855,"about_ca_system_score_gemma":0.0003443822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000215133,"about_ca_topic_score_gemma":0.00001055681,"domain_scores_codex":[0.9943042,0.0007476603,0.002015041,0.0005307051,0.001156632,0.001245701],"domain_scores_gemma":[0.9944476,0.0001413378,0.002935061,0.000489442,0.00003178735,0.001954788],"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":[0.00006213348,0.0004233575,0.001005724,0.0002460279,0.0002248905,0.00002005279,0.0003245638,0.000006111388,0.0001537052,0.0001525834,0.9923474,0.005033412],"study_design_scores_gemma":[0.001136737,0.0005891324,0.005193699,0.0002156762,0.00004371694,0.0008969803,0.0001502038,0.000003071515,0.000005019584,0.0002753848,0.9909897,0.0005006905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08951551,0.2527118,0.005046722,0.07734325,0.02296255,0.004106692,0.004866863,0.0001265788,0.5433201],"genre_scores_gemma":[0.7506568,0.03197315,0.00119158,0.07474133,0.01099732,0.00005660448,0.0007402579,0.001164225,0.1284787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6611413,"threshold_uncertainty_score":0.9996521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118185698841097,"score_gpt":0.2611482139084989,"score_spread":0.2399663569200879,"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."}}