{"id":"W4408614026","doi":"10.32920/28625441","title":"Understanding accessibility and disability in the planning profession: an examination of planners’ knowledge and practices","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Knowledge management; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01197358,0.0001843332,0.0004307806,0.003353541,0.006893378,0.005078242,0.001221294,0.001405726,0.003644586],"category_scores_gemma":[0.02852629,0.0007114279,0.0003442713,0.003906226,0.008351714,0.005262926,0.006531114,0.003171929,0.0002718414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008260825,"about_ca_system_score_gemma":0.02590759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1186027,"about_ca_topic_score_gemma":0.1422926,"domain_scores_codex":[0.9953924,0.001925751,0.0003169465,0.0004111336,0.00115786,0.0007958366],"domain_scores_gemma":[0.9743269,0.01553675,0.003326025,0.0006615868,0.002181941,0.003966736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001002729,0.00005074962,0.03249882,0.000131959,0.000003777001,0.0003175296,0.9490317,0.00004709122,0.0001603105,0.0008889771,0.001154254,0.01570479],"study_design_scores_gemma":[0.000002829657,0.00003048964,0.01897213,0.0002448089,0.000004258892,0.0001772364,0.9687632,0.00009552038,0.00004419154,0.0004790612,0.01116959,0.00001660741],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726006,0.001150103,0.0008981262,0.0126366,0.00004471404,0.0001379231,0.00007692985,0.00002036513,0.01243464],"genre_scores_gemma":[0.9936891,0.002047855,0.0008609479,0.001164906,0.00001681359,0.00008393195,0.00004905652,0.000009783721,0.002077666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1186027,"threshold_uncertainty_score":0.2358248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2483860754299354,"score_gpt":0.4682697626842283,"score_spread":0.2198836872542928,"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."}}