{"id":"W2071536164","doi":"10.1109/lcomm.2012.042512.112350","title":"Which Vehicle To Select?","year":2012,"lang":"en","type":"article","venue":"IEEE Communications Letters","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Computer network","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004908686,0.0004487917,0.0004854366,0.0005110871,0.0006010832,0.001071993,0.0006992359,0.0009948437,0.01078829],"category_scores_gemma":[0.001930632,0.0001459447,0.0003180978,0.0005433632,0.0003747922,0.001738935,0.0005101201,0.0005440883,0.004081629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003035372,"about_ca_system_score_gemma":0.0007636914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001886154,"about_ca_topic_score_gemma":0.003499353,"domain_scores_codex":[0.9995317,0.0001225487,0.00002266793,0.0001052142,0.00007692473,0.0001409506],"domain_scores_gemma":[0.9995474,0.0001169267,0.0000522442,0.0000501595,0.0001407641,0.00009257781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001126103,0.0003217891,0.02163443,0.0004112376,0.0001098691,0.001100959,0.0003298493,0.03051681,0.007792755,0.09948482,0.1269211,0.7102504],"study_design_scores_gemma":[0.0003962911,0.001103454,0.00885863,0.000382446,0.000294661,0.004703514,0.005484068,0.2948066,0.02154457,0.2045398,0.4576724,0.0002136375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2286748,0.01504759,0.5195583,0.05600507,0.006774423,0.0007492198,0.003393652,0.00225324,0.1675438],"genre_scores_gemma":[0.9170856,0.003713472,0.0328127,0.002132366,0.001026224,0.0001319495,0.001306739,0.0001171963,0.04167376],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01078829,"threshold_uncertainty_score":0.03609043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02628402782607482,"score_gpt":0.2627422847735626,"score_spread":0.2364582569474878,"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."}}