{"id":"W4250193865","doi":"10.1080/00253359.2011.10708953","title":"Reviews","year":2011,"lang":"en","type":"article","venue":"The Mariner s Mirror","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada","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":[],"consensus_categories":[],"category_scores_codex":[0.0005562344,0.00112895,0.000758507,0.001510621,0.000793613,0.002759737,0.001284779,0.001964654,0.3061345],"category_scores_gemma":[0.00218794,0.0003935142,0.0005753664,0.00124411,0.0008051789,0.001777472,0.002069197,0.002131586,0.2700489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000972,"about_ca_system_score_gemma":0.001776246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849757,"about_ca_topic_score_gemma":0.004412266,"domain_scores_codex":[0.9994571,0.00007268853,0.00002884883,0.00009478789,0.0002708783,0.00007573246],"domain_scores_gemma":[0.9992722,0.0001059141,0.00005802856,0.0001114399,0.0002703299,0.000182176],"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":[0.00002723777,0.00001571582,0.0000596943,0.0003955071,0.000007926796,0.00005455887,0.00002782343,0.00002390569,0.0004524724,0.00240736,0.8148561,0.1816716],"study_design_scores_gemma":[0.000001883659,0.000004492711,0.00005842527,0.00009303154,0.000002370854,0.00005856479,0.000008608429,0.000002836713,0.00003864795,0.0002515716,0.9994783,0.000001336191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0006162793,0.2945296,0.00137729,0.01666935,0.06020742,0.0001121789,0.0008900485,0.0007624366,0.6248354],"genre_scores_gemma":[0.003589052,0.1114526,0.0008168519,0.009106718,0.01447716,0.00007603967,0.00086655,0.000222734,0.8593923],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3061345,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.202613139493499,"score_gpt":0.2782559290316025,"score_spread":0.07564278953810347,"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."}}