{"id":"W4235314479","doi":"10.5195/pjephl.2011.53","title":"Vol. 6, Issue 1","year":2012,"lang":"en","type":"article","venue":"Pittsburgh Journal of Environmental and Public Health Law","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ohio Wesleyan University; Barnard College; Rutgers, The State University of New Jersey; Duquesne University; Fordham University; Grove City College; West Virginia University; University of Dayton; University of Notre Dame; Georgetown University; University of Pittsburgh; College of Engineering, Michigan State University; Harvard University; Michigan State University; George Washington University; University of Pennsylvania; Temple University; Santa Clara University; Yale University; San Francisco State University; York University; Dartmouth College; University of Miami","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003539389,0.0009680963,0.0009982184,0.002878906,0.003881596,0.01471869,0.002127604,0.005730629,0.3440557],"category_scores_gemma":[0.01096692,0.0005446142,0.001185194,0.002112874,0.00323714,0.003701729,0.002815539,0.005801558,0.2076428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003157779,"about_ca_system_score_gemma":0.005422058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006582771,"about_ca_topic_score_gemma":0.01441465,"domain_scores_codex":[0.9963936,0.0004270778,0.0001572545,0.0006045573,0.002087865,0.0003295625],"domain_scores_gemma":[0.9947423,0.001120058,0.000211845,0.0007708615,0.002161087,0.0009940114],"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":[0.00003265537,0.0001528647,0.001468109,0.0002689058,0.00002706557,0.00009396864,0.0001133221,0.0001090466,0.000311457,0.01962255,0.9331121,0.04468797],"study_design_scores_gemma":[0.00001385239,0.00002117055,0.00193223,0.0004462844,0.00001883239,0.0001458893,0.0001396423,0.00008937148,0.0001643431,0.004265625,0.99275,0.00001268492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002519298,0.02199763,0.0008070393,0.06246656,0.04671144,0.0001805935,0.0007388931,0.0004019294,0.8641767],"genre_scores_gemma":[0.01426008,0.0135724,0.0008263864,0.03774435,0.02551528,0.0001005837,0.0008821033,0.0003051772,0.9067936],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6559443,"threshold_uncertainty_score":0.9356249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04862362151217675,"score_gpt":0.2232953569424624,"score_spread":0.1746717354302856,"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."}}