{"id":"W4244447481","doi":"10.32920/ryerson.14652519.v1","title":"The role of parking pricing and parking availability on travel mode choice","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Smart Parking Systems Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Business; Mode choice; Transport engineering; Willingness to pay; Mode (computer interface); Parking guidance and information; Environmental economics; Marketing; Computer science; Economics; Public transport; Engineering; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009916457,0.0001990092,0.0002321831,0.0005846154,0.0005466911,0.001259852,0.0004018373,0.0003829089,0.003953088],"category_scores_gemma":[0.004479483,0.0001807664,0.0005629451,0.0005699891,0.0008251616,0.0007413229,0.0006899232,0.0003976181,0.0002246516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001241269,"about_ca_system_score_gemma":0.001320844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09503616,"about_ca_topic_score_gemma":0.1593198,"domain_scores_codex":[0.9990914,0.0004800575,0.00003526398,0.00006569181,0.000157124,0.0001704816],"domain_scores_gemma":[0.9950833,0.002928182,0.0007228801,0.0001612993,0.0004567588,0.0006475013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002499882,0.0001580942,0.9892568,0.00003902086,0.0001429936,0.0002248597,0.001226315,0.001469647,0.0009807908,0.0006666564,0.0001040297,0.005480812],"study_design_scores_gemma":[0.000003514716,0.00009912946,0.9957936,0.000008278655,0.00003462274,0.00007774797,0.001783642,0.001671398,0.0001222068,0.0001701312,0.0002266846,0.000009037462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998569,0.00006465914,0.0001155294,0.00005738527,0.000001820687,0.000005441619,0.00004425489,0.000001164345,0.001140712],"genre_scores_gemma":[0.9996742,0.00002597222,0.00005110288,0.000005221608,0.000001334643,0.000001667722,0.00001812628,6.364144e-7,0.0002218182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09503616,"threshold_uncertainty_score":0.188966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947012161436792,"score_gpt":0.2689418523731613,"score_spread":0.2494717307587934,"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."}}