{"id":"W6884627628","doi":"10.11575/prism/40475","title":"Market Disruption within City of Calgary’s Rideshare Industry: Transportation Network Companies vs. Taxis","year":2020,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Taxis; Flow network; Public transport; Government (linguistics); Aviation","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002214426,0.0004658934,0.001009815,0.0003427563,0.0001158813,0.00001019754,0.0005853555,0.001134504,0.01502589],"category_scores_gemma":[0.00003072733,0.0005979546,0.00030451,0.0006755731,0.0005236791,0.0001780756,0.00007873282,0.001016986,0.0001110819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718462,"about_ca_system_score_gemma":0.000195988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009230294,"about_ca_topic_score_gemma":0.01130348,"domain_scores_codex":[0.9977739,0.0002444238,0.0004008731,0.0005752422,0.0006775503,0.0003279819],"domain_scores_gemma":[0.9978582,0.00005840408,0.001245453,0.0004592642,0.000142366,0.0002363009],"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":[0.001598341,0.0001501057,0.0132036,0.0008549772,0.0005482675,0.000168732,0.001259843,0.0001418723,0.00004321173,0.0008773091,0.9806831,0.0004705878],"study_design_scores_gemma":[0.00254607,0.0003034897,0.1250609,0.002797735,0.001089905,0.000006485152,0.0008777815,0.002896337,0.00006198767,0.0001031131,0.8631802,0.001075994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007327458,0.001225527,0.004502359,0.0003687594,0.0007081233,0.002375451,0.009243837,0.001175074,0.9730734],"genre_scores_gemma":[0.1244458,0.0006403104,0.03533295,0.000632876,0.001186588,0.000005064195,0.02813238,0.003092888,0.8065311],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1665423,"threshold_uncertainty_score":0.9996472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521005971506454,"score_gpt":0.2060518536904334,"score_spread":0.1908417939753689,"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."}}