{"id":"W7005726","doi":"10.1017/cbo9781139005234.007","title":"The cut hunter","year":2011,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Geology","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":[0.000530859,0.0006724637,0.000403734,0.0005875052,0.002855847,0.003920423,0.0006737701,0.002665165,0.04088433],"category_scores_gemma":[0.001021359,0.0003174056,0.0002503595,0.0004409821,0.005272113,0.005876668,0.002519769,0.005718278,0.01122023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701434,"about_ca_system_score_gemma":0.001463711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00339678,"about_ca_topic_score_gemma":0.008347505,"domain_scores_codex":[0.9995958,0.00009759056,0.00000901651,0.0001002448,0.0001137347,0.00008366937],"domain_scores_gemma":[0.9998009,0.00005846693,0.00001131496,0.00002495833,0.00004142132,0.00006289394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004588861,0.00005370728,0.0005127495,0.0001879611,0.00000667935,0.0004088645,0.006123532,0.00005411788,0.0005891128,0.4900067,0.3987238,0.103287],"study_design_scores_gemma":[0.000004216316,0.00001774047,0.0002768085,0.0001816776,0.000002117436,0.0004661463,0.001778111,0.00002251321,0.0001010366,0.02184888,0.9752945,0.000006155337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005444925,0.05701422,0.002629801,0.04809681,0.01102205,0.0000638632,0.0001306106,0.00008651633,0.8755112],"genre_scores_gemma":[0.03141882,0.01470372,0.002005871,0.02792942,0.001151281,0.00006127568,0.00007924558,0.00009538599,0.922555],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04088433,"threshold_uncertainty_score":0.1367717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02558890865526593,"score_gpt":0.2052007217546753,"score_spread":0.1796118130994094,"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."}}