{"id":"W1553799033","doi":"10.1038/embor.2010.105","title":"Blurring lines","year":2010,"lang":"en","type":"article","venue":"EMBO Reports","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Genome Canada; Vlaamse regering; U.S. Department of Health and Human Services","keywords":"Business","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":[0.00009504137,0.00008640915,0.00006857193,0.00002094661,0.00005773631,0.00002070014,0.00005561779,0.0000922193,0.0000970831],"category_scores_gemma":[0.000110416,0.00008640655,0.00006889373,0.00002484409,0.00004310924,0.000001634172,0.00004771459,0.00006008153,0.00001052945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000166074,"about_ca_system_score_gemma":0.00005486713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008785076,"about_ca_topic_score_gemma":0.00003829513,"domain_scores_codex":[0.9993359,0.0000082243,0.0001700842,0.0002577346,0.00008501619,0.0001430732],"domain_scores_gemma":[0.999324,0.000002324637,0.00006525464,0.0004142998,0.00007801722,0.0001161433],"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":[0.00001269986,0.00007624977,0.04658554,0.00001433475,0.00001312765,0.00009764584,0.00001180502,0.000006620344,0.9425749,0.00003918998,0.009499443,0.001068442],"study_design_scores_gemma":[0.0002375388,0.00005891004,0.0241716,0.000006385955,0.00001971529,0.0003533364,0.00001893251,0.000008574386,0.6091777,0.001305087,0.3644075,0.000234698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924514,0.0004372636,0.0001271676,0.00008574946,0.0008680688,0.00007650421,0.000003714532,0.0000207605,0.00592936],"genre_scores_gemma":[0.9960721,0.00004592044,0.0009785204,0.0002112381,0.001136199,0.00001242773,0.00008526746,0.00001557886,0.001442792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3549081,"threshold_uncertainty_score":0.3523557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005595407844546615,"score_gpt":0.2446745113376451,"score_spread":0.2390791034930985,"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."}}