{"id":"W4244017402","doi":"10.1007/978-3-319-67199-4_621","title":"LCoR","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004999088,0.001464077,0.0008085754,0.002524904,0.00123609,0.003641967,0.001512434,0.00122049,0.5398884],"category_scores_gemma":[0.0009887425,0.0005952927,0.0006020135,0.001972377,0.0006007805,0.003503187,0.002383635,0.002055228,0.540289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009232541,"about_ca_system_score_gemma":0.00109177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664867,"about_ca_topic_score_gemma":0.003659021,"domain_scores_codex":[0.9994401,0.00003584069,0.00001683283,0.0001284168,0.0003194239,0.00005940813],"domain_scores_gemma":[0.9996191,0.0000519218,0.00001731216,0.0001061265,0.0001513636,0.0000542061],"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":[0.00006224764,0.00004435358,0.0001016479,0.0002768404,0.0000062329,0.00007620866,0.00009100634,0.0001842402,0.004472004,0.03417261,0.5338815,0.4266311],"study_design_scores_gemma":[0.000003847584,0.000005966596,0.00005614923,0.00004183606,0.000002579396,0.00007381825,0.00001540273,0.0001319456,0.001513535,0.003102503,0.9950466,0.00000587245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004421829,0.001750553,0.01664074,0.000586451,0.0009040615,0.00007359601,0.001807338,0.005619341,0.9721757],"genre_scores_gemma":[0.001446789,0.001022388,0.003726222,0.000341987,0.0001514125,0.00004293745,0.001569144,0.001008128,0.9906909],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4601116,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493287907215043,"score_gpt":0.2878861729470525,"score_spread":0.2629532938749021,"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."}}