{"id":"W7050270612","doi":"","title":"Book Reviews","year":2020,"lang":"en","type":"other","venue":"Human Biology","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; State (computer science); Primate; Evolutionary anthropology; Center (category theory)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004585779,0.0001446018,0.0002985611,0.00006513875,0.00002728495,0.00000875791,0.000222126,0.00007494979,0.9743627],"category_scores_gemma":[0.000002578747,0.0001185161,0.00008231486,0.00003871241,0.00006375715,0.000001061708,0.0001318643,0.0001710128,0.003861506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001287669,"about_ca_system_score_gemma":0.00001945616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005132065,"about_ca_topic_score_gemma":0.00003392851,"domain_scores_codex":[0.9993013,0.00007838712,0.0001565683,0.000251549,0.00004018316,0.0001720462],"domain_scores_gemma":[0.9995695,0.000009898816,0.0001028985,0.000251671,0.000005173347,0.00006082024],"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":[4.80352e-7,0.00001161413,0.0001158124,0.00002061513,0.00001755564,5.259116e-7,0.000005109818,3.083964e-10,0.000508317,0.007715144,0.9395372,0.0520676],"study_design_scores_gemma":[0.0001266364,0.00005065586,0.00001775876,0.00002614962,0.00000844896,3.749691e-8,0.000003143243,5.641434e-7,0.00001300395,0.0001050869,0.9995365,0.0001120723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[5.277766e-7,0.008892079,0.00006853983,0.0006359945,0.00008402957,0.0004416215,0.00003752598,0.00003918918,0.9898005],"genre_scores_gemma":[0.000007844375,0.0002855321,0.00007083983,0.0008524409,0.001005804,0.00007698645,0.0002889442,0.00007388199,0.9973377],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9705011,"threshold_uncertainty_score":0.9969141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03510265894808905,"score_gpt":0.3269407740493926,"score_spread":0.2918381151013036,"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."}}