{"id":"W4312552599","doi":"10.2139/ssrn.4256216","title":"Lessons from ArriveCAN: Access to Information and Justice during a Glitch","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Human Rights and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Glitch; Economic Justice; Political science; Internet privacy; Computer science; Psychology; Computer security; Criminology; Business; Social psychology; Telecommunications; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001095825,0.00006296007,0.0000804162,0.0001062051,0.002428221,0.0003019221,0.0002961014,0.00002054583,0.0003246721],"category_scores_gemma":[0.00004380349,0.00005687006,0.00002272013,0.0001715177,0.0000257364,0.0006491985,0.000138834,0.0006609529,0.00001583416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001257878,"about_ca_system_score_gemma":0.002207862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001712076,"about_ca_topic_score_gemma":0.01187132,"domain_scores_codex":[0.998315,0.00009878987,0.0001693544,0.00009093495,0.0003923469,0.0009335789],"domain_scores_gemma":[0.9996594,0.00002872414,0.00008671328,0.00005463684,0.00004768787,0.0001228271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001346835,0.00005311346,0.002585915,0.000009556166,0.0001330566,0.000009897662,0.1093374,0.0003824425,0.00009518051,0.8234687,0.001154196,0.06263581],"study_design_scores_gemma":[0.001101927,0.0001597274,0.02958379,0.00001973751,0.00007430815,0.00007181552,0.1283035,0.00004025838,0.00005273559,0.4242501,0.4158944,0.0004476738],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863198,0.0002587285,0.00105666,0.008446347,0.0003162276,0.0001285562,0.000006547265,0.00002461013,0.003442546],"genre_scores_gemma":[0.9976139,0.0006292013,0.00006146801,0.0003723216,0.0002417744,0.00001300272,0.000002874083,0.000004292559,0.001061157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4147402,"threshold_uncertainty_score":0.9988705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904014343781651,"score_gpt":0.311388365353554,"score_spread":0.2923482219157374,"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."}}