{"id":"W2067032198","doi":"10.1038/nj6974-570a","title":"Conference survival","year":2004,"lang":"en","type":"article","venue":"Nature","topic":"Metallurgical and Alloy Processes","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"","keywords":"Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001052896,0.00006228143,0.00008715165,0.00001100156,0.00004644441,0.00004863403,0.000192516,0.000308537,0.001888659],"category_scores_gemma":[0.00007507851,0.00004214353,0.0000222937,0.00007965655,0.00003910596,0.00009504116,0.00003511961,0.0004550349,0.0006547237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007468485,"about_ca_system_score_gemma":0.00004371925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007612083,"about_ca_topic_score_gemma":0.00001178428,"domain_scores_codex":[0.9994447,0.00001116878,0.00006814649,0.000152218,0.0001907929,0.0001329826],"domain_scores_gemma":[0.9997482,0.00001690218,0.00002264635,0.00009855157,0.00006165754,0.0000519941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002041505,0.00006925542,0.00004518516,0.00003581559,0.000003050449,0.00003087728,0.00007830218,0.00006664926,0.758557,0.2399627,0.0004620705,0.0006686989],"study_design_scores_gemma":[0.0007316421,0.00005942784,0.001773197,0.00004536152,0.000009306662,0.00001703122,0.00005566054,0.000008673827,0.8137065,0.07013481,0.1131813,0.0002771029],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705353,0.000443772,0.0005384974,0.002141983,0.0007049674,0.00004529277,0.000007108915,0.0001002377,0.02548284],"genre_scores_gemma":[0.9970365,0.00001304239,0.001223746,0.0006234658,0.0001158955,0.000002421713,0.000002479282,0.000003771202,0.0009786988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1698279,"threshold_uncertainty_score":0.9990237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951737857279144,"score_gpt":0.270499275205437,"score_spread":0.2509818966326456,"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."}}