{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006344749,0.0007958752,0.0006058923,0.001737925,0.001060374,0.003495263,0.001303746,0.001977638,0.2571112],"category_scores_gemma":[0.00251238,0.0003273046,0.000409083,0.001743648,0.001173001,0.002142778,0.001989532,0.002118805,0.1501019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001922243,"about_ca_system_score_gemma":0.003269044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003597354,"about_ca_topic_score_gemma":0.007620604,"domain_scores_codex":[0.9993834,0.000110457,0.00003312796,0.00009691446,0.0002826337,0.00009346572],"domain_scores_gemma":[0.9991147,0.0001836353,0.00006644845,0.0001244044,0.0003391135,0.0001717367],"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":[0.00003127047,0.00001761925,0.00006395872,0.0006924339,0.000008165406,0.00005763737,0.0000835809,0.00002488994,0.0003032933,0.009498623,0.837274,0.1519446],"study_design_scores_gemma":[0.000001445675,0.00000197822,0.00004424573,0.0001376688,0.000001285329,0.00002584685,0.00001608971,0.000001131285,0.00002129779,0.0004217198,0.9993263,9.411276e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0004022161,0.4771647,0.0007255908,0.01947606,0.04644514,0.00006422502,0.000938975,0.000258681,0.4545243],"genre_scores_gemma":[0.00494998,0.2989611,0.0005758975,0.01371134,0.01510133,0.0000744581,0.001063341,0.0001529251,0.6654096],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7428888,"threshold_uncertainty_score":0,"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."}}