{"id":"W1983931116","doi":"10.1186/gb-2007-8-11-320","title":"Shaken not stirred: a global research cocktail served in Hinxton","year":2007,"lang":"en","type":"article","venue":"Genome Biology","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Research in Immunology and Cancer","funders":"Cancer Research UK; Wellcome Trust","keywords":"Spring (device); Library science; Engineering; Computer science; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007503018,0.002046153,0.001170412,0.001472607,0.01277528,0.009912603,0.001213647,0.007470844,0.04677841],"category_scores_gemma":[0.003664083,0.001054163,0.001051587,0.0009246314,0.003046908,0.005113911,0.009715452,0.01330633,0.007046255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004293244,"about_ca_system_score_gemma":0.00773185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00555654,"about_ca_topic_score_gemma":0.02210505,"domain_scores_codex":[0.9974796,0.0004837299,0.00007933086,0.000693822,0.000717493,0.0005459998],"domain_scores_gemma":[0.994535,0.0005947183,0.0001600966,0.0003061408,0.0009204266,0.003483687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001182157,0.0002716084,0.002536009,0.0002112256,0.00008881772,0.001239781,0.002227524,0.0004222976,0.02601917,0.03154705,0.8373866,0.09686782],"study_design_scores_gemma":[0.00004889862,0.0001717346,0.002241961,0.00008122122,0.00002823183,0.0001972305,0.001859126,0.0001829533,0.003323735,0.003946535,0.9878625,0.00005589438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0366033,0.02999462,0.01707575,0.6540759,0.1670212,0.0004872683,0.00118443,0.001688448,0.09186902],"genre_scores_gemma":[0.06647842,0.01026753,0.01519388,0.09048791,0.01408958,0.0002963178,0.001061765,0.001069678,0.801055],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04677841,"threshold_uncertainty_score":0.1564894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05402274029381451,"score_gpt":0.3783568904571094,"score_spread":0.3243341501632949,"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."}}