{"id":"W4238465406","doi":"10.7202/1065892ar","title":"Books Received","year":2005,"lang":"en","type":"article","venue":"Ontario History","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001732589,0.0001412036,0.000148922,0.0001066591,0.00006250586,0.000005744171,0.0001895331,0.00007092972,0.01398637],"category_scores_gemma":[0.00001620683,0.0001602666,0.00007954405,0.00002721642,0.0000963815,0.0001782914,0.00002751621,0.0002694915,0.03435338],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0208677,"about_ca_system_score_gemma":0.0007180393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08077078,"about_ca_topic_score_gemma":0.743189,"domain_scores_codex":[0.9990311,0.0000347224,0.0001714499,0.0002625065,0.000226456,0.0002738232],"domain_scores_gemma":[0.9993215,0.00001317286,0.00007843113,0.0004178481,0.00004172882,0.0001273626],"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":[0.00006111673,0.00009477438,0.002245565,0.000002198264,0.00002042281,0.00001592167,0.01076251,0.00002032352,0.01445023,0.0004460906,0.9672359,0.004644964],"study_design_scores_gemma":[0.0003961988,0.00002486093,0.0149724,0.000006654197,0.0000186656,0.000008803531,0.00001399054,0.00001621876,0.0001642155,0.00002051857,0.9841611,0.0001964131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2236749,0.001402615,0.00001336287,0.00008838611,0.0006428547,0.0001169622,0.000002944131,0.0003302242,0.7737278],"genre_scores_gemma":[0.2859621,0.000001932631,0.005235673,0.001032948,0.0002484073,0.00002292752,0.00001647837,0.00009306764,0.7073864],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6624182,"threshold_uncertainty_score":0.986915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827447812763443,"score_gpt":0.2018400460484706,"score_spread":0.1735655679208361,"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."}}