{"id":"W6983234233","doi":"","title":"LTPP InfoPave QandA : [brochure]","year":2016,"lang":"en","type":"other","venue":"Rosa P: A digital library for transportation research (United States Department of Transportation)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Liquation; Dysgeusia; Triacetin; Fusible alloy; Emperipolesis","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000820992,0.0005062303,0.0005903176,0.0007513422,0.0001821644,0.0001713386,0.0004406807,0.0001613324,0.004071204],"category_scores_gemma":[0.000004052436,0.000451208,0.0004511027,0.000942803,0.0003073769,0.001185752,0.000006836447,0.0003055525,0.0001412562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002414092,"about_ca_system_score_gemma":0.0002288226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002555618,"about_ca_topic_score_gemma":0.00003601466,"domain_scores_codex":[0.9969787,0.00004583276,0.0008395718,0.0006025076,0.0008326761,0.0007006837],"domain_scores_gemma":[0.9981875,0.0003714409,0.0004448352,0.0003891946,0.0002720489,0.0003349549],"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":[0.0003683355,0.0008125304,0.004360557,0.0005656133,0.0007968512,0.000008604683,0.0003991859,0.0002325843,0.000009413522,0.1209374,0.8673747,0.004134321],"study_design_scores_gemma":[0.001523912,0.0003111283,0.001003415,0.0002993144,0.0001031227,1.654069e-8,0.0003556855,0.00007231472,0.0002951281,0.0153909,0.9801757,0.0004693285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.009479183,0.000101826,0.02226882,0.0005963943,0.0001385731,0.002342268,0.9516187,0.0003338896,0.01312029],"genre_scores_gemma":[0.06421159,0.00006567763,0.001412073,0.00006068332,0.0003120292,0.0007852619,0.8021293,0.0005343948,0.130489],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1494894,"threshold_uncertainty_score":0.9997939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130164526759452,"score_gpt":0.2806565939539293,"score_spread":0.2593549486863348,"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."}}