{"id":"W4238729422","doi":"10.1080/00253359.2010.10657167","title":"REVIEWS","year":2010,"lang":"en","type":"article","venue":"The Mariner s Mirror","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","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":[0.000521838,0.001173605,0.0007679588,0.001485304,0.0007528217,0.00258908,0.001293839,0.001918148,0.3005837],"category_scores_gemma":[0.001957868,0.0003921636,0.000568044,0.001247117,0.000757027,0.001702255,0.001920849,0.002037009,0.2735254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009539675,"about_ca_system_score_gemma":0.001678838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001825334,"about_ca_topic_score_gemma":0.004289713,"domain_scores_codex":[0.9995027,0.00006425539,0.00002605414,0.00008850491,0.0002491752,0.0000693729],"domain_scores_gemma":[0.9993599,0.00009328481,0.00005125214,0.00009746588,0.000239268,0.0001589359],"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":[0.00003033639,0.0000170639,0.0000598316,0.0004329465,0.000008501979,0.00005508492,0.00002712879,0.00002347485,0.0005239764,0.002265738,0.8096413,0.1869146],"study_design_scores_gemma":[0.000002143743,0.000004842374,0.00005939497,0.0000920942,0.000002622654,0.00006071164,0.000008159534,0.00000283666,0.00004339775,0.0002371267,0.9994855,0.000001313126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0006210656,0.3167791,0.001319898,0.01470305,0.05608417,0.000115302,0.0009107837,0.0007540206,0.6087126],"genre_scores_gemma":[0.00355375,0.1225915,0.0008023081,0.008370087,0.01290603,0.0000812297,0.0008941282,0.0002107243,0.8505903],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6994163,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571438183672681,"score_gpt":0.2873218637309863,"score_spread":0.2616074818942595,"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."}}