{"id":"W7111745527","doi":"","title":"Drivers' Perceptions Towards Cyclists and Bikeshare Users in the ECOBICI Service Area","year":2019,"lang":"en","type":"dissertation","venue":"DigiNole (Florida State University)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SAFER; Overtaking; Perception; Cycling; Data collection; Control (management); Service (business); Investment (military); Public transport","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"],"consensus_categories":[],"category_scores_codex":[0.0001819108,0.000256645,0.0002825851,0.0003822308,0.0005082663,0.0001853792,0.0007545426,0.000236424,0.0002494311],"category_scores_gemma":[0.00001481603,0.0002474691,0.0001150647,0.001010167,0.0001274447,0.0007606343,0.00003098803,0.0004250349,0.00004076255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002517455,"about_ca_system_score_gemma":0.0004523012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01286639,"about_ca_topic_score_gemma":0.1733708,"domain_scores_codex":[0.9983906,0.0001270783,0.0001763393,0.000500875,0.0004061229,0.0003989563],"domain_scores_gemma":[0.9991775,0.00007721948,0.0001446393,0.0002993417,0.0001876065,0.0001136743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002843368,0.0002027774,0.6999686,0.000480924,0.0001178353,0.0002489277,0.2881834,0.00009017039,0.00006019663,0.002890118,0.001238103,0.006234664],"study_design_scores_gemma":[0.0005455481,0.00001872935,0.7383584,0.0001380971,0.0001028166,1.881593e-7,0.1709003,0.00002486859,0.00001069733,0.0001747686,0.0892891,0.0004365183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171975,0.00004012299,0.000005887009,0.0002815872,0.0004661954,0.0005810903,0.0002983593,0.00006660414,0.08106269],"genre_scores_gemma":[0.9762396,0.0004979947,0.000009923712,0.0001231873,0.00005825862,0.000003333288,0.001250159,0.00001673866,0.02180083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1605044,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739816530343671,"score_gpt":0.2530218185288827,"score_spread":0.235623653225446,"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."}}