{"id":"W3125979966","doi":"10.2139/ssrn.1515694","title":"Information Technology, Productivity and Asset Ownership: Evidence from Taxicab Fleets","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Productivity; Business; Asset (computer security); Industrial organization; Finance; 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":[0.0004278521,0.00008506559,0.00008187162,0.0001597651,0.00007752339,0.00002319632,0.0001030951,0.00007516011,0.00002537976],"category_scores_gemma":[0.00006784908,0.00007798237,0.00001959994,0.000255656,0.00004365157,0.0009150457,0.000005631316,0.0008494573,0.00001656911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000153238,"about_ca_system_score_gemma":0.0001955125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004989668,"about_ca_topic_score_gemma":0.0009065537,"domain_scores_codex":[0.999117,0.00001070484,0.0002039513,0.00006440173,0.00009292438,0.0005110037],"domain_scores_gemma":[0.9997081,0.00001324134,0.00005146184,0.0001204741,0.00007434832,0.00003233725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001279172,0.0001702345,0.1951455,0.00009089986,0.0007449345,0.00000403689,0.01142619,0.0006848453,0.02122511,0.3364882,0.0005093269,0.4333827],"study_design_scores_gemma":[0.001252624,0.0004107791,0.4923368,0.0001636344,0.0001583972,0.0003106,0.007678994,0.001040751,0.02060958,0.4688892,0.006338405,0.0008102988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544156,0.000776683,0.04362274,0.0005147859,0.0001349473,0.0001044464,0.000007598634,0.0001812378,0.0002419122],"genre_scores_gemma":[0.9985121,0.0007090417,0.0006772263,0.00001504112,0.00003663641,0.000009194447,0.000008910511,0.000006718892,0.00002515289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4325725,"threshold_uncertainty_score":0.3690517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587925962844147,"score_gpt":0.2172563756895144,"score_spread":0.201377116061073,"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."}}