{"id":"W4313416695","doi":"10.5206/ijoh.2022.2.14811","title":"How Transportation Disadvantage Hinders Mobility, Service Access, and Exiting Homelessness","year":2022,"lang":"en","type":"article","venue":"International Journal on Homelessness","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantage; Disadvantaged; Service (business); Service provider; Business; State (computer science); Economic growth; Political science; Marketing; Economics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00113594,0.0003511699,0.0007266583,0.000423112,0.002403809,0.0004534613,0.00125308,0.0001568326,0.0008214356],"category_scores_gemma":[0.00009581417,0.0003368262,0.00015036,0.0004853719,0.00008722206,0.001228725,0.0003204523,0.001782018,0.00001537808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000682969,"about_ca_system_score_gemma":0.0002992265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004456687,"about_ca_topic_score_gemma":0.003199633,"domain_scores_codex":[0.9957455,0.000727313,0.0007974317,0.0005182772,0.001577426,0.0006339868],"domain_scores_gemma":[0.9973082,0.0005595423,0.0008031356,0.0002441744,0.0008016574,0.000283301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001757695,0.001348946,0.724465,0.000671896,0.000685689,0.001087709,0.13248,0.002265853,0.0007526422,0.04796983,0.0001308089,0.08638389],"study_design_scores_gemma":[0.005518018,0.0002240409,0.3406341,0.0004282841,0.00009549144,0.00001547414,0.6098003,0.0004933821,0.0002172724,0.01341799,0.02808188,0.001073726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988017,0.0002493664,0.000757526,0.004973964,0.004334727,0.0004856069,0.00030744,0.0001178075,0.0007565879],"genre_scores_gemma":[0.9968504,0.0004240517,0.00004118411,0.0008369791,0.001083704,0.000270238,0.0001521576,0.00007721706,0.0002641074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4773203,"threshold_uncertainty_score":0.9999084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05724308996939211,"score_gpt":0.4091149916753056,"score_spread":0.3518719017059135,"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."}}