{"id":"W2953124933","doi":"10.29173/bluejay378","title":"Collisions and Other Calamities","year":2019,"lang":"en","type":"article","venue":"Blue Jay","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Kennedy Space Center","keywords":"Window (computing); Environmental science; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001753341,0.00004834613,0.00006105335,0.00001716523,0.00001167409,0.000008733632,0.00002902582,0.00003464018,0.0001660524],"category_scores_gemma":[0.000001590836,0.00004188332,0.00001220864,0.00002800378,0.00001939681,0.00001819388,0.000003130917,0.00004506104,0.0001247829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005997521,"about_ca_system_score_gemma":0.000002311073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008370942,"about_ca_topic_score_gemma":0.00001036643,"domain_scores_codex":[0.999782,0.000002000359,0.00005205565,0.00004864976,0.00003595026,0.00007938022],"domain_scores_gemma":[0.9998664,0.0000182759,0.000003222356,0.00008088133,0.000004515705,0.00002666753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002394935,0.0000954622,0.7174293,0.0006006691,0.00024526,0.00006143864,0.008390685,0.02804289,0.0106918,0.1959192,0.03455305,0.003946268],"study_design_scores_gemma":[0.0004899718,0.0000345496,0.05518777,0.00003038472,0.00002293005,0.000007079755,0.0001942523,0.02577141,0.00177158,0.0003887918,0.9158092,0.0002920781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941179,0.0005154093,0.002394157,0.0000163695,0.0003163054,0.00007618614,0.0000397956,0.0001547646,0.05530802],"genre_scores_gemma":[0.9971713,0.00002350449,0.0003229068,0.00005816949,0.00003638586,0.000002062356,0.000002009694,0.00001351635,0.002370121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8812562,"threshold_uncertainty_score":0.1818157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148204137122635,"score_gpt":0.1808032837103873,"score_spread":0.1659828699981238,"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."}}