{"id":"W2241809640","doi":"","title":"EFFECT OF DARKNESS ON THE CAPACITY OF LONG-TERM FREEWAY RECONSTRUCTION ZONES","year":2000,"lang":"en","type":"article","venue":"","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Darkness; Daylight; Work (physics); Transport engineering; Term (time); Environmental science; Geography; Engineering; Biology; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004280136,0.0000385396,0.00007719228,0.0000233771,0.0001186451,0.000006865536,0.00006702697,0.00004149938,0.00145743],"category_scores_gemma":[0.0000380786,0.00002447579,0.00003273094,0.0001352174,0.0001741391,0.00006989274,5.925972e-7,0.00003595585,0.000006060488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000725729,"about_ca_system_score_gemma":0.00001614887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007807133,"about_ca_topic_score_gemma":0.0007033805,"domain_scores_codex":[0.9994395,0.0001701506,0.0001179529,0.00006424157,0.0001482685,0.00005992716],"domain_scores_gemma":[0.9995851,0.000231111,0.00005819838,0.00007142514,0.00003786566,0.00001633636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003171524,0.0001054517,0.6241801,0.0001050316,0.00005130804,0.000001212684,0.01727653,0.007040667,0.0004776296,0.0310135,0.0002554754,0.3191759],"study_design_scores_gemma":[0.0009375638,0.0006668603,0.9249368,0.0003009095,0.00009396244,0.000002665271,0.00123852,0.0004180506,0.07025576,0.0005895385,0.0002858129,0.0002735798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963287,0.000004651014,0.0004112468,0.0001501608,0.00009612143,0.000108092,0.000005133533,0.0000235064,0.03591407],"genre_scores_gemma":[0.9990834,0.0000249705,0.0001292461,0.00001178802,0.00002246347,0.000002944342,0.00000430563,0.000002056277,0.0007188251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3189023,"threshold_uncertainty_score":0.9994554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517677347773481,"score_gpt":0.2679936667592755,"score_spread":0.2528168932815407,"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."}}