{"id":"W4231256237","doi":"10.1080/0268117x.2011.10555676","title":"Reviews","year":2011,"lang":"en","type":"article","venue":"The Seventeenth Century","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":["insufficient_payload"],"category_scores_codex":[0.0009563394,0.0001929421,0.0002143016,0.00005099698,0.0001456193,0.00001378134,0.0006294463,0.00003925081,0.00348907],"category_scores_gemma":[0.00007242865,0.000112708,0.000193102,0.0002827745,0.0001159343,0.0001259108,0.0001554395,0.0002103126,0.04237606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006215562,"about_ca_system_score_gemma":0.00001773226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006100072,"about_ca_topic_score_gemma":0.00001482795,"domain_scores_codex":[0.9984292,0.0003415222,0.0003245377,0.0002338154,0.0002456699,0.0004252688],"domain_scores_gemma":[0.9988143,0.00002254828,0.0001796401,0.0008468622,0.00003304237,0.0001036152],"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":[0.0005023381,0.002187551,0.008033551,0.0001272813,0.0003057574,0.00005406962,0.01955336,0.000001941487,0.00460743,0.03578953,0.841207,0.0876302],"study_design_scores_gemma":[0.0002872101,0.0000473377,0.01157886,0.00006036776,0.00006729535,0.00002326667,0.0002297825,0.00001056829,0.0009612132,0.0008086425,0.9857333,0.0001921345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2262774,0.06940132,0.000298579,0.0007989496,0.005824382,0.004877764,0.0001496149,0.001419962,0.690952],"genre_scores_gemma":[0.9889153,0.004537564,0.0006287,0.001135845,0.0003011553,0.00008404546,0.00002500993,0.0001284889,0.004243937],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7626378,"threshold_uncertainty_score":0.9974219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06323812938345036,"score_gpt":0.2666299834061893,"score_spread":0.2033918540227389,"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."}}