{"id":"W4251222149","doi":"10.5195/pjephl.2013.46","title":"Front Matter","year":2013,"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; Barnard College; Amherst College; Rutgers, The State University of New Jersey; Temple University; Radford University; Duquesne University; Fordham University; San Francisco State University; University of South Carolina; Villanova University; Michigan State University; University of Dayton; University of Notre Dame; Georgetown University; Syracuse University; University of Pittsburgh; West Virginia University; Brown University; Tulane University; University of California, Santa Barbara; Ohio Wesleyan University; Carnegie Mellon University; Youngstown State University; George Washington University; University of Pennsylvania; Harvard University; Santa Clara University; Yale University; York University; Northwestern University; University of Miami; Bowling Green State 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":[0.001454626,0.0007364306,0.001541142,0.0004098835,0.0003664462,0.000341897,0.0006082021,0.0004564845,0.1974232],"category_scores_gemma":[0.0000110828,0.00059472,0.0003492475,0.00007062173,0.0006659363,0.001020494,0.0002970632,0.001683017,0.1319147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096843,"about_ca_system_score_gemma":0.0003900506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004865715,"about_ca_topic_score_gemma":0.000007696797,"domain_scores_codex":[0.9944192,0.0005718442,0.002036009,0.0005204077,0.001143865,0.00130873],"domain_scores_gemma":[0.9944713,0.0001119709,0.002811558,0.0004698978,0.00003932309,0.002096027],"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":[0.00003359284,0.000462141,0.0007843673,0.0001881949,0.0002327794,0.00002030891,0.0003591923,0.000003169702,0.0002009118,0.00009650556,0.9928355,0.004783359],"study_design_scores_gemma":[0.000999809,0.0004852344,0.007141612,0.0001947071,0.00003779451,0.0008723012,0.0002802263,0.000002427078,0.00000536228,0.0002829132,0.9891925,0.0005051105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1315293,0.3179595,0.001237914,0.06909195,0.01778369,0.005002009,0.004560894,0.0001036273,0.4527312],"genre_scores_gemma":[0.5217138,0.06656339,0.001790011,0.07716528,0.01086247,0.0001444958,0.0009350461,0.001514574,0.3193109],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3901846,"threshold_uncertainty_score":0.9996504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302982687703265,"score_gpt":0.2588981792594091,"score_spread":0.2358683523823765,"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."}}