{"id":"W7099143087","doi":"","title":"© 2006 liBRAphARM liMited ORIGINAL ARTICLE","year":2008,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Review article; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005232071,0.0003865976,0.0005051267,0.002057631,0.0005278938,0.002271079,0.000574506,0.0006886172,0.6479011],"category_scores_gemma":[0.003528084,0.0002455211,0.0003616023,0.003179608,0.000485627,0.0005301787,0.0003739318,0.0006258789,0.2015824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001906617,"about_ca_system_score_gemma":0.00265793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05664544,"about_ca_topic_score_gemma":0.09823312,"domain_scores_codex":[0.9996394,0.00004606277,0.00002811588,0.00003772496,0.0002040803,0.0000446091],"domain_scores_gemma":[0.9980279,0.0005761309,0.00009541037,0.0001681361,0.0008825873,0.0002498988],"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":[0.0002351486,0.00004333308,0.0009761773,0.0004615255,0.00001687771,0.00005006316,0.00005254169,0.00009897874,0.0002913011,0.0008957924,0.724535,0.2723432],"study_design_scores_gemma":[0.0001022627,0.00004700347,0.006977191,0.0005091995,0.00002631268,0.0001331208,0.00008411885,0.0001177517,0.000237494,0.0003424312,0.9914122,0.00001092703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008621918,0.016902,0.0004922039,0.007047367,0.002680991,0.0002901953,0.02713247,0.0008407858,0.9359919],"genre_scores_gemma":[0.01281814,0.01011817,0.0008016967,0.001319826,0.0004132263,0.0001033892,0.004785655,0.0001613325,0.9694784],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3520989,"threshold_uncertainty_score":0.5022264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242961157260162,"score_gpt":0.2172506034099103,"score_spread":0.1948209918373087,"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."}}