{"id":"W4387246372","doi":"10.1017/ilm.2023.40","title":"Briefly Noted","year":2023,"lang":"en","type":"article","venue":"International Legal Materials","topic":"International Law and Aviation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Convention; Unification; Law; Political science; Carriage; Computer science; History; Archaeology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005754322,0.00006775291,0.00008073749,0.0001288625,0.000198987,0.0003017103,0.0003133509,0.000061257,0.003423191],"category_scores_gemma":[0.000349461,0.00006993757,0.00003995823,0.0001567082,0.00006432448,0.0004090929,0.0000484931,0.0000386455,0.003052303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001037121,"about_ca_system_score_gemma":0.00008042178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00598152,"about_ca_topic_score_gemma":0.0004885852,"domain_scores_codex":[0.998819,0.00007875812,0.0002081783,0.000151703,0.0005534886,0.0001888602],"domain_scores_gemma":[0.9995177,0.00007870518,0.000078907,0.00006822067,0.0002090311,0.00004741582],"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":[0.00002474365,0.00001540671,0.0002376883,0.000001751298,0.00002168187,0.00001747208,0.000436387,0.00001228838,0.03423959,0.9530071,0.01145197,0.0005338962],"study_design_scores_gemma":[0.0001890867,0.00000933485,0.01087117,0.00001614844,0.00000343879,0.000001807533,0.000109041,0.0000247236,0.01902686,0.009163473,0.9604697,0.0001151938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7351928,0.000002402249,0.00008374156,0.0160464,0.006587644,0.000136992,0.0001427852,0.0003675247,0.2414397],"genre_scores_gemma":[0.9620994,0.0000250026,0.00007903615,0.0005289882,0.001654397,0.00002101127,0.0001983406,0.00001022966,0.03538361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9490178,"threshold_uncertainty_score":0.9977239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02117239907199366,"score_gpt":0.3348637850389132,"score_spread":0.3136913859669196,"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."}}