{"id":"W4399848456","doi":"10.54648/aila2023022","title":"Thinking Outside the Black Box: The Legal Status of Emerging Flight Recorder Technologies in Canada","year":2023,"lang":"en","type":"article","venue":"Air and Space Law","topic":"International Law and Aviation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Black box; Aeronautics; Engineering; Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002851031,0.00003442696,0.00004788211,0.00001698318,0.0002714127,0.00002621029,0.0001347179,0.00002214174,0.000007925844],"category_scores_gemma":[0.00007322976,0.00002017856,0.00001213336,0.0001821796,0.0001430921,0.0000805357,0.00004024291,0.000080254,0.000001991384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007081973,"about_ca_system_score_gemma":0.0001813865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9692803,"about_ca_topic_score_gemma":0.9964452,"domain_scores_codex":[0.9994439,0.00003938574,0.00007296972,0.00006334987,0.0002169544,0.0001633794],"domain_scores_gemma":[0.9997219,0.0001424485,0.00003741941,0.00005995038,0.00002900746,0.000009316813],"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":[0.000001993485,0.000001508393,0.01832232,0.000002428878,0.000004864818,0.000002087367,0.004923826,0.000133001,0.00001338014,0.9740682,0.001755302,0.0007711166],"study_design_scores_gemma":[0.00009029778,0.000007998632,0.01779251,0.00002585725,0.000004447738,2.27877e-7,0.07237972,0.0003516873,0.0006212923,0.03149799,0.8771555,0.00007250571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7686811,0.0001338834,0.00001463132,0.108986,0.0003009134,0.0001363168,0.000006361577,0.00005594694,0.1216848],"genre_scores_gemma":[0.9980094,0.0002944821,0.00001492505,0.0002642792,0.00002786296,0.000003362912,0.000001357284,0.000002318934,0.001381965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9425702,"threshold_uncertainty_score":0.2087515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009969928501661805,"score_gpt":0.2611343836929482,"score_spread":0.2511644551912864,"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."}}