{"id":"W4238912906","doi":"10.1198/016214507000000707","title":"Comment","year":2007,"lang":"en","type":"article","venue":"Journal of the American Statistical Association","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.003458053,0.00008402864,0.0002734977,0.00007448132,0.00009155387,0.00003255833,0.0002431623,0.0000211351,0.00005208799],"category_scores_gemma":[0.00371169,0.00005416552,0.0001137216,0.0004341405,0.0001010887,0.00008078632,0.00004246968,0.0003389441,0.0001579846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00165424,"about_ca_system_score_gemma":0.00006137492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004948172,"about_ca_topic_score_gemma":0.00002125465,"domain_scores_codex":[0.9977768,0.0002979157,0.000570759,0.00006562076,0.001009397,0.0002794907],"domain_scores_gemma":[0.9950613,0.001752125,0.002584901,0.0001200406,0.000361403,0.0001202257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005400135,0.0004546896,0.3968885,0.000005024804,0.0003940828,0.00003773395,0.0003704602,0.00005523817,0.00568811,0.01749378,0.5427887,0.03528371],"study_design_scores_gemma":[0.0004642164,0.0002471924,0.9492255,0.00001365959,0.0001214789,0.0000239957,0.0002594116,0.00009789821,0.0006024631,0.004783704,0.04406688,0.0000935776],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7502282,0.00003290787,0.2126679,0.03191257,0.001192739,0.0002165959,0.0002202053,0.000040478,0.003488392],"genre_scores_gemma":[0.9837855,0.00000361481,0.01300837,0.002801555,0.0002572974,3.352021e-7,0.000001398174,0.00002061281,0.0001213148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5523371,"threshold_uncertainty_score":0.4443508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009353454888913783,"score_gpt":0.3079178141279064,"score_spread":0.2985643592389926,"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."}}