{"id":"W2172200308","doi":"10.1109/mspec.2003.1203088","title":"How not to get squeezed [patent battle]","year":2003,"lang":"en","type":"article","venue":"IEEE Spectrum","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Battle; Settlement (finance); Telecommunications; Engineering; Business; Political science; Computer security; Aeronautics; Computer science; History; Finance; 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":[],"consensus_categories":[],"category_scores_codex":[0.00005733796,0.0001490981,0.0001420018,0.00009334672,0.00003818454,0.00008315399,0.0001014962,0.00005452274,0.0001245422],"category_scores_gemma":[0.00002569138,0.0001414322,0.0000572734,0.0001490108,0.00001170262,0.00007400945,0.000006004277,0.0001078648,0.00044466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007020589,"about_ca_system_score_gemma":0.00001149785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002586125,"about_ca_topic_score_gemma":0.00003950891,"domain_scores_codex":[0.9993004,0.000013084,0.00009035713,0.00006132096,0.0001213168,0.0004135617],"domain_scores_gemma":[0.9995979,0.00002421825,0.000009644322,0.000219539,0.000007731494,0.0001409888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008725448,0.0001466975,0.002618867,0.000239791,0.0003572049,0.0000709208,0.01990242,0.05011445,0.5237713,0.03643118,0.3619079,0.004351964],"study_design_scores_gemma":[0.0003011484,0.00007486567,0.001752174,0.00001172395,0.000011067,0.00001653672,0.0001508506,0.0002656593,0.7571917,0.0003781208,0.2395208,0.0003253763],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696298,0.00006916491,0.002334402,0.002244499,0.002657113,0.0001391707,0.00001941722,0.0003579059,0.02254858],"genre_scores_gemma":[0.9959605,0.00002001024,0.0001317191,0.0003024224,0.0003037842,0.000004905283,0.000001541417,0.00003859197,0.003236463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2334203,"threshold_uncertainty_score":0.5767439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070473747150972,"score_gpt":0.2282455239499526,"score_spread":0.2075407864784429,"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."}}