{"id":"W4241074159","doi":"10.3828/catr.16.1-2.21","title":"REVIEWS","year":2002,"lang":"en","type":"article","venue":"Catalan Review","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Saskatchewan","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":[0.0005135951,0.001470998,0.001066872,0.00205826,0.0007379123,0.002257216,0.001388491,0.001543061,0.1625111],"category_scores_gemma":[0.0009814561,0.0004222003,0.0005685122,0.001606155,0.0005139327,0.001299015,0.001646061,0.001700295,0.1649225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001356873,"about_ca_system_score_gemma":0.002060857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002097477,"about_ca_topic_score_gemma":0.003842073,"domain_scores_codex":[0.9995858,0.00004529862,0.00002252247,0.00008463058,0.0001945012,0.00006731758],"domain_scores_gemma":[0.9996098,0.00004269758,0.00003014183,0.00006124323,0.000178344,0.00007778066],"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":[0.00006004109,0.0000248654,0.00004675171,0.001044727,0.00001610418,0.00004343962,0.0000194008,0.00004096563,0.001022879,0.002347257,0.7899219,0.2054117],"study_design_scores_gemma":[0.000004037185,0.000007126257,0.00007867,0.0001188465,0.00000703913,0.0000504597,0.00000574454,0.000004012792,0.0001096398,0.0002456923,0.9993672,0.000001669706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0007626115,0.5915549,0.001186881,0.008746516,0.03419562,0.0001684302,0.00158747,0.0007666323,0.361031],"genre_scores_gemma":[0.004266331,0.3065535,0.001008928,0.00773598,0.008225289,0.0001284401,0.002406799,0.0001674087,0.6695074],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8374889,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1289807525224584,"score_gpt":0.3141345727421632,"score_spread":0.1851538202197048,"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."}}