{"id":"W7011950543","doi":"","title":"Not In Service: A Typology of Barriers Facing Rural Transit Systems ","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Typology; Transit (satellite); Rural area; Corporate governance; Public transport; Face (sociological concept); Transit system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003829114,0.000202209,0.0009481388,0.0006136279,0.0002459988,0.0002215875,0.002233499,0.00009200702,0.01160178],"category_scores_gemma":[0.001990848,0.0001936104,0.0001276976,0.001156498,0.0001526938,0.0005753886,0.0009368319,0.0008009107,0.000004653106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189292,"about_ca_system_score_gemma":0.0003546877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003331645,"about_ca_topic_score_gemma":0.000347536,"domain_scores_codex":[0.9959822,0.001089928,0.001138856,0.0002951559,0.001022502,0.0004713105],"domain_scores_gemma":[0.9966866,0.001915687,0.000437515,0.0004305629,0.0002637414,0.0002658863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006200219,0.002448755,0.421221,0.009816455,0.001265169,0.0006302609,0.01362787,0.01126874,0.2864931,0.2067364,0.02600718,0.01428488],"study_design_scores_gemma":[0.005179765,0.0002182,0.2089639,0.001706219,0.000289725,0.0001641566,0.01646696,0.01250187,0.01860955,0.7295547,0.004667303,0.00167774],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99129,0.002108032,0.00162216,0.0004544801,0.0003005165,0.0008264713,0.0003308293,0.00002007476,0.003047429],"genre_scores_gemma":[0.9989631,0.0003108597,0.0003071074,0.0001283463,0.00002458475,0.00009847885,0.000007121998,0.00002943175,0.0001310368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5228182,"threshold_uncertainty_score":0.9893017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4281968392321831,"score_gpt":0.6042956641718662,"score_spread":0.1760988249396831,"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."}}