{"id":"W1492683818","doi":"10.17226/13950","title":"Bus Use of Shoulders","year":2006,"lang":"en","type":"book","venue":"Transportation Research Board eBooks","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shoulders; Computer science; Medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0009907598,0.0002401068,0.000396373,0.000673536,0.0004963903,0.0001096125,0.0003246175,0.0006294603,0.0002642001],"category_scores_gemma":[0.00006102213,0.0002739383,0.0002104715,0.0002094324,0.001047409,0.0002028679,0.000002495174,0.0007410741,0.00002987716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001979726,"about_ca_system_score_gemma":0.001824242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01727591,"about_ca_topic_score_gemma":0.05168492,"domain_scores_codex":[0.99582,0.0002829354,0.0007169702,0.0004478864,0.002175636,0.0005565796],"domain_scores_gemma":[0.9974785,0.0005637584,0.0002879424,0.0003045341,0.001163751,0.0002014873],"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":[0.0004183729,0.0001436982,0.006856652,0.0006958027,0.0002382982,0.0001483668,0.03310687,0.01124207,0.00007352923,0.3880305,0.5513411,0.007704759],"study_design_scores_gemma":[0.0003797094,0.00006862799,0.009912523,0.000292071,0.00008100921,3.976862e-8,0.0004319886,0.00002583577,0.00004973332,0.00411624,0.9843121,0.0003301654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003352618,0.00009317618,0.002192547,0.0002447369,0.0002713265,0.001334461,0.0006104417,0.0002842196,0.9916165],"genre_scores_gemma":[0.01914151,0.00008640569,0.001633757,0.00004005017,0.0001940308,0.00005418946,0.001654252,0.00007278511,0.977123],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.432971,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1234195064340588,"score_gpt":0.3793027528863542,"score_spread":0.2558832464522954,"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."}}