{"id":"W4306942271","doi":"10.4102/ajod.v11i0.936","title":"Transport experiences of people with disabilities during learnerships","year":2022,"lang":"en","type":"article","venue":"African Journal of Disability","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"Universiteit Stellenbosch","keywords":"Language barrier; Public transport; Psychology; Sample (material); Political science; Transport engineering; Chemistry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001766389,0.0001220196,0.000408367,0.00004389608,0.0006059105,0.00001646053,0.0005989108,0.00002881291,0.002156481],"category_scores_gemma":[0.0001689059,0.00009661353,0.0002277161,0.000620781,0.002121641,0.0004570388,0.00002599522,0.0003158249,2.962907e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495607,"about_ca_system_score_gemma":0.0003274229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009994458,"about_ca_topic_score_gemma":0.002181508,"domain_scores_codex":[0.9973931,0.0004179138,0.0006461811,0.0002146068,0.001028729,0.0002994157],"domain_scores_gemma":[0.9987391,0.0002652577,0.0004242212,0.0002505042,0.0001469555,0.0001739093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002950911,0.0003581821,0.6987123,0.00003069126,0.0000187202,0.000002605241,0.3001711,0.0000562759,0.00002884572,0.0001847291,0.000004227022,0.0001372205],"study_design_scores_gemma":[0.0002406439,0.0002235537,0.3849848,0.000008668827,0.00002766245,0.000002406629,0.6137065,5.411121e-7,0.0001560624,0.0003975726,0.0001605784,0.00009100435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963917,0.0001018887,0.00001738107,0.0006119039,0.0001711963,0.0001632734,0.00001455865,0.00001736194,0.002510706],"genre_scores_gemma":[0.99966,0.000004675904,0.00008703252,0.00000667755,0.00009438741,0.00002206078,0.000001214088,0.000008490913,0.0001154164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3137275,"threshold_uncertainty_score":0.9987557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02322890093085865,"score_gpt":0.2689026235260465,"score_spread":0.2456737225951879,"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."}}