{"id":"W7095149847","doi":"","title":"DAMF Consultants Inc.","year":2005,"lang":"en","type":"article","venue":"","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ministry of Transport; Government (linguistics); Work (physics); Variety (cybernetics); Christian ministry; Alliance","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":[],"consensus_categories":[],"category_scores_codex":[0.00002385861,0.00004451037,0.00003211965,0.000008701195,0.0000274642,0.000007045647,0.00004165382,0.00005646101,0.0003245015],"category_scores_gemma":[0.00001729354,0.00003671732,0.0000128702,0.00002854439,0.00001773679,0.000001090746,0.00002448479,0.0000248799,0.0001525596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000270501,"about_ca_system_score_gemma":0.00001164766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004398201,"about_ca_topic_score_gemma":0.00002729314,"domain_scores_codex":[0.9997248,0.000006031486,0.0000522011,0.0001057142,0.00003442704,0.000076813],"domain_scores_gemma":[0.9998072,0.000001291185,0.00001171953,0.0001177317,0.00003431666,0.0000276742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004582096,0.00001752946,0.001112727,0.000001746457,0.00002066872,5.975517e-7,0.00001346139,0.00001193106,0.8488835,0.0009091593,0.08352344,0.06545945],"study_design_scores_gemma":[0.0002174525,0.00005516309,0.002169854,5.228104e-7,0.000003343207,0.00001084838,0.00001532219,0.000044554,0.1154291,0.00002422157,0.8819636,0.00006606139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9071106,0.0001514527,0.0007875725,0.0003501014,0.0001582431,0.00005361135,0.000004864798,0.00002224648,0.09136127],"genre_scores_gemma":[0.99128,0.00002860885,0.001887479,0.001133937,0.0003560807,0.000001078427,0.00003714491,0.000006617494,0.005269029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7984402,"threshold_uncertainty_score":0.3553063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004204972381836833,"score_gpt":0.2172546322825702,"score_spread":0.2130496599007333,"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."}}