{"id":"W7011513619","doi":"","title":"Monitor’s Report Regarding Compliance by Defendants Residential Capital, LLC, GMAC Mortgage LLC, and Ally Financial Inc. for the Measurement Periods Ended March 31, 2013 and June 30, 2013","year":2013,"lang":"en","type":"article","venue":"","topic":"Marketing and Advertising Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Sample (material); Margin (machine learning); Statistical hypothesis testing; Work (physics); Quarter (Canadian coin); Confidence interval","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001431555,0.0003556882,0.0003608083,0.0001069259,0.001045511,0.001457237,0.0002861884,0.0001121643,0.0002130844],"category_scores_gemma":[0.0003693928,0.0002684027,0.00008029277,0.0001345076,0.000218476,0.00102637,0.0002974028,0.0002172538,0.00004070468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003988291,"about_ca_system_score_gemma":0.00005964106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009144015,"about_ca_topic_score_gemma":0.001080202,"domain_scores_codex":[0.9976309,0.00002888165,0.0005690511,0.0006230439,0.0005782926,0.0005698414],"domain_scores_gemma":[0.998598,0.0001280041,0.0003378606,0.0003863813,0.0005070169,0.00004278355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001195343,0.00005756086,0.006165156,0.0006384468,0.0001050406,0.00002585812,0.0000973413,0.00002072508,0.005574497,0.0007571623,0.9811582,0.005280484],"study_design_scores_gemma":[0.005760792,0.0001238364,0.3027304,0.001459219,0.0006624663,0.000139268,0.004114496,0.02853454,0.001163928,0.01034968,0.6420974,0.002863973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628765,0.004508005,0.001762893,0.0117459,0.001957229,0.002377419,0.00002056123,0.0003315643,0.01441995],"genre_scores_gemma":[0.9909592,0.0004537261,0.0007336868,0.0004848505,0.0009996861,0.0002028343,0.00002972202,0.00004740508,0.006088909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3390608,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03124187649838812,"score_gpt":0.250326260769798,"score_spread":0.2190843842714099,"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."}}