{"id":"W2950189778","doi":"10.1214/009053606000000669","title":"Discussion","year":2006,"lang":"en","type":"article","venue":"The Annals of Statistics","topic":"Advanced Statistical Methods and Models","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003797645,0.00008988246,0.0001818429,0.00001960146,0.00007326082,0.000008326901,0.0001364686,0.0000270535,0.00006250964],"category_scores_gemma":[0.0008548123,0.00004233218,0.00003416195,0.00007033499,0.0001380242,0.00003143018,0.00004205777,0.00008099982,0.000006851841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003364858,"about_ca_system_score_gemma":0.00001372281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002208456,"about_ca_topic_score_gemma":0.00001005869,"domain_scores_codex":[0.9991392,0.00008248158,0.0002968631,0.00009824397,0.0002052386,0.0001778983],"domain_scores_gemma":[0.9979561,0.001482592,0.0001440513,0.0002517551,0.0001327922,0.0000327189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000165768,0.00005693601,0.000009217939,0.00003660901,0.000006640102,0.000002633746,0.00006512646,0.00004095661,0.0002431237,0.9405693,0.03312133,0.02583158],"study_design_scores_gemma":[0.0000866968,0.00004616287,0.0003320267,0.00001987439,0.00001749423,0.000001468967,0.00004363115,0.001281744,0.00173906,0.9929162,0.003443224,0.00007241253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001102686,0.00004126837,0.9934372,0.001049773,0.00005238815,0.000104474,0.0004262476,0.0000210582,0.003764874],"genre_scores_gemma":[0.107953,0.00003512706,0.8895977,0.000123538,0.00008010609,0.000006108166,0.00001132416,0.00001910932,0.002174021],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1068503,"threshold_uncertainty_score":0.1726256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2522521128923341,"score_gpt":0.4806907557014626,"score_spread":0.2284386428091285,"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."}}