{"id":"W4247624851","doi":"10.2139/ssrn.941702","title":"Information Technology, Productivity and Asset Ownership: Evidence from Taxicab Fleets","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Business; Productivity; Asset (computer security); Finance; Industrial organization; Economics; Computer science; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004067818,0.000121572,0.0001226354,0.0001288224,0.0000716241,0.00002654548,0.0001604777,0.0001121462,0.00002168347],"category_scores_gemma":[0.00005885675,0.0001035156,0.00002700007,0.0001516587,0.00007403742,0.000682247,0.00001132161,0.001205966,0.00002359345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971819,"about_ca_system_score_gemma":0.0001583939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005022956,"about_ca_topic_score_gemma":0.0004149675,"domain_scores_codex":[0.9988119,0.00001264316,0.0001930229,0.00007840449,0.0001112045,0.0007928218],"domain_scores_gemma":[0.9996942,0.00001607488,0.000051108,0.000143208,0.00004196445,0.00005341459],"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":[0.0003071385,0.0002155965,0.3376462,0.0001859158,0.00138733,0.00004374562,0.007814851,0.0005510342,0.01109591,0.268696,0.001402245,0.3706541],"study_design_scores_gemma":[0.001462309,0.0008524429,0.1281122,0.0002607282,0.0003304205,0.0009309173,0.002663497,0.003505124,0.01648452,0.8362412,0.007843683,0.001312981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8433186,0.008234142,0.1462587,0.000254419,0.000344928,0.0001443908,0.00001308772,0.0003089185,0.001122798],"genre_scores_gemma":[0.9961318,0.002867775,0.0008422444,0.000008384904,0.00009187088,0.000003593577,0.000005162332,0.00001111067,0.00003800266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5675452,"threshold_uncertainty_score":0.5239389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343943180786032,"score_gpt":0.1933244149644007,"score_spread":0.1698849831565404,"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."}}