{"id":"W2156420193","doi":"10.17411/jacces.v4i1.57","title":"WINTER: PUBLIC ENEMY #1 FOR ACCESSIBILITY EXPLORING NEW SOLUTIONS","year":2014,"lang":"en","type":"article","venue":"UPCommons institutional repository (Universitat Politècnica de Catalunya)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Adversary; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001015679,0.0002251997,0.0002831966,0.0002297813,0.004257362,0.0002479925,0.00109633,0.0001916891,0.0001009756],"category_scores_gemma":[0.0005276568,0.0002621353,0.0003548246,0.0004670723,0.001177829,0.002450208,0.0001711762,0.0002804139,0.00002285859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001341573,"about_ca_system_score_gemma":0.002527962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002552395,"about_ca_topic_score_gemma":0.003015318,"domain_scores_codex":[0.9974632,0.0002223762,0.0003672367,0.0006066765,0.0004764662,0.0008640345],"domain_scores_gemma":[0.9978117,0.0003778808,0.0001678496,0.000610159,0.0002891031,0.0007433179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001082189,0.0003633888,0.1507126,0.00005742894,0.0001256005,0.00001791617,0.003853919,0.00008188962,0.0005487797,0.8321291,0.00661242,0.005388761],"study_design_scores_gemma":[0.001604455,0.0001188377,0.2194803,0.0001014057,0.000212371,0.00001832499,0.005158797,0.0004690228,0.0005657749,0.02450447,0.7469345,0.0008317977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7437745,0.0003263477,0.05830031,0.008172416,0.001641136,0.0006825236,0.000110036,0.0004919948,0.1865007],"genre_scores_gemma":[0.9937102,0.00001625046,0.002295773,0.0001831008,0.0008589075,0.00003970377,0.00009409701,0.00001551871,0.002786405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8076246,"threshold_uncertainty_score":0.9999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09903120951111437,"score_gpt":0.2984603090258929,"score_spread":0.1994290995147786,"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."}}