{"id":"W7098500328","doi":"","title":"UNIVERSITE DE MONTREAL LOW-IMPACT OPERATING SYSTEM TRACING MATHIEU DESNOYERS","year":2009,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tracing; Limit (mathematics); Data acquisition; Control system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001373371,0.0005282646,0.0003901792,0.001815557,0.0009145361,0.00211018,0.00072785,0.0006002343,0.01370988],"category_scores_gemma":[0.010738,0.0003415896,0.0002695971,0.001536663,0.000448014,0.0008007231,0.0007561774,0.001006217,0.00299789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004939605,"about_ca_system_score_gemma":0.005285998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3706333,"about_ca_topic_score_gemma":0.3153396,"domain_scores_codex":[0.998051,0.0002946877,0.00004329152,0.0003212825,0.001083166,0.0002064626],"domain_scores_gemma":[0.9949542,0.001378676,0.0004628861,0.000644041,0.002237502,0.0003226758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004717292,0.0001963271,0.07395338,0.0001790645,0.00009867449,0.0007329143,0.0007729366,0.07849438,0.009188681,0.1022889,0.1094172,0.6242059],"study_design_scores_gemma":[0.00009618949,0.000240712,0.1520426,0.0003517819,0.00009384824,0.0007964436,0.0006545777,0.4022092,0.02467101,0.0262356,0.3922918,0.000316214],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4056954,0.008451112,0.2825694,0.02314236,0.002520565,0.000302099,0.005141363,0.00464506,0.2675326],"genre_scores_gemma":[0.747016,0.002469288,0.03935589,0.0004504863,0.0003510258,0.00005453731,0.001444395,0.0005999697,0.2082585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3706333,"threshold_uncertainty_score":0.7369519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823181430685007,"score_gpt":0.1945184314795986,"score_spread":0.1762866171727485,"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."}}