{"id":"W4245486958","doi":"10.1007/978-3-662-44185-5_100230","title":"CO","year":2015,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Business","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002431796,0.0002699258,0.0009742929,0.0001392096,0.00002259053,7.809144e-7,0.0001093307,0.0004883172,0.001203041],"category_scores_gemma":[0.0002116756,0.0002118004,0.0001551855,0.00001410444,0.0008474704,0.000009789845,0.00005040853,0.0005842128,0.0004632316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002993175,"about_ca_system_score_gemma":0.0002409344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000373898,"about_ca_topic_score_gemma":0.000001924023,"domain_scores_codex":[0.9988468,0.00002617855,0.0004181915,0.000320676,0.0001452729,0.0002429414],"domain_scores_gemma":[0.9989644,0.0001192144,0.0002257009,0.0003367281,0.000184173,0.0001698211],"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":[0.0003450259,0.00008598255,0.006598187,0.0002406381,0.0006842062,0.0004403796,0.0003119517,4.793279e-7,0.0002133158,0.01422792,0.9519877,0.02486419],"study_design_scores_gemma":[0.000689314,0.0006990621,0.0005468536,0.0001580318,0.0002501634,0.0002258392,0.0000164074,3.220036e-7,0.00001658376,0.00159582,0.9956515,0.0001501184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004113827,0.003475704,0.00005168646,0.0006518744,0.0006835318,0.0001996838,0.0000859448,0.00005169673,0.9943885],"genre_scores_gemma":[0.0009024379,0.001881799,0.001778291,0.0003493396,0.0007995435,0.000007740372,0.0004009046,0.00004245996,0.9938375],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04366376,"threshold_uncertainty_score":0.99971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03862296208813408,"score_gpt":0.3113024672718149,"score_spread":0.2726795051836808,"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."}}