{"id":"W591061401","doi":"","title":"CARPOOLING ON THE WEB : CANADIAN COMMUTERS CAN NOW ENJOY FREE RIDE- MATCHING","year":2003,"lang":"en","type":"article","venue":"","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Set (abstract data type); Advertising; Transport engineering; Business; Geography; Computer science; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005276881,0.0002195038,0.0001978632,0.0008318919,0.003774264,0.003306853,0.0006011314,0.000773915,0.06800133],"category_scores_gemma":[0.001622715,0.0001470601,0.0002079053,0.002360934,0.0005747421,0.002124759,0.001381625,0.0007499087,0.01103269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005479597,"about_ca_system_score_gemma":0.01215651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9195475,"about_ca_topic_score_gemma":0.9769278,"domain_scores_codex":[0.999569,0.00002157534,0.000008843497,0.00002623685,0.0001682169,0.0002060628],"domain_scores_gemma":[0.9989132,0.00006965016,0.0000269789,0.00007317269,0.0004415387,0.000475419],"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":[0.0001792084,0.000165269,0.01019335,0.0001154576,0.00001007007,0.0002542138,0.002626247,0.0001821409,0.0009424217,0.006737663,0.7452629,0.2333311],"study_design_scores_gemma":[0.0000388182,0.00002611032,0.03064399,0.00004914874,0.00001632742,0.00007636693,0.004390486,0.0005211645,0.0005174797,0.0009174634,0.9627576,0.00004514298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.100999,0.001596866,0.002147211,0.01768593,0.0005401212,0.0001518171,0.008907798,0.003047615,0.8649237],"genre_scores_gemma":[0.4121234,0.003331277,0.006271186,0.003081612,0.0002937677,0.0001147753,0.01282777,0.0005924504,0.5613637],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0804525,"threshold_uncertainty_score":0.2274871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148935137453899,"score_gpt":0.1883573013944635,"score_spread":0.1768679500199245,"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."}}