{"id":"W2302528240","doi":"10.4271/2002-01-2595","title":"Disc Brake Wear Debris Generation and Collection","year":2002,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Brake Systems and Friction Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Engineering Link (Canada)","funders":"","keywords":"Debris; Brake; Automotive engineering; Computer science; Engineering; Physics; Meteorology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002944076,0.0005293608,0.0006483989,0.0002705897,0.0004477568,0.0001678415,0.000283626,0.0006378329,0.001151474],"category_scores_gemma":[0.0001461647,0.0004770598,0.000299447,0.0009976497,0.0003021932,0.0004505265,0.00009333019,0.0007122138,0.0001785333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574641,"about_ca_system_score_gemma":0.00001122222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005748639,"about_ca_topic_score_gemma":0.06912129,"domain_scores_codex":[0.9972947,0.00009572627,0.0007950068,0.0007230556,0.0005367288,0.0005547728],"domain_scores_gemma":[0.9987136,0.0001071914,0.0000986419,0.00071395,0.00006012313,0.0003064592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000019305,0.0001063451,0.0001982847,0.00003883515,0.00008005847,0.00001205199,0.00005160916,0.0002277541,0.9661992,0.002443426,0.02498844,0.005634696],"study_design_scores_gemma":[0.0005917076,0.0004275409,0.873377,0.00007870276,0.0001294324,0.0001425547,0.0001015758,0.00006035901,0.0002241082,0.000194079,0.1239301,0.000742872],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8090542,0.003404461,0.00005263786,0.005796092,0.001220871,0.001600077,0.00007840676,0.008998589,0.1697947],"genre_scores_gemma":[0.9942133,0.00161843,0.001038753,0.0004783311,0.0003154155,0.0001966883,0.00002755725,0.00010866,0.002002873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9659751,"threshold_uncertainty_score":0.9997681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358749453064633,"score_gpt":0.2059371183692738,"score_spread":0.1923496238386274,"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."}}