{"id":"W4232625738","doi":"10.4000/memini.429","title":"Varia","year":2012,"lang":"en","type":"paratext","venue":"Memini","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001165046,0.001578842,0.001185482,0.003591285,0.00216029,0.008772062,0.001829843,0.001930859,0.7974408],"category_scores_gemma":[0.004962332,0.0007389192,0.0008240491,0.003204134,0.0006681656,0.006089949,0.003321801,0.002479394,0.7442855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001430976,"about_ca_system_score_gemma":0.001709791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006424909,"about_ca_topic_score_gemma":0.009362726,"domain_scores_codex":[0.9991657,0.0001674529,0.00004558122,0.0001471992,0.0003164971,0.0001575964],"domain_scores_gemma":[0.9983402,0.0002969731,0.00005916108,0.0003440893,0.0006275958,0.0003319926],"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":[0.0001233231,0.00003438467,0.000111687,0.0001603319,0.000004972135,0.0000344339,0.00008994401,0.00007265906,0.0002034028,0.004900475,0.937363,0.05690136],"study_design_scores_gemma":[0.00002466708,0.00001302512,0.0002268373,0.00009389479,0.000005840028,0.00004911655,0.00007329129,0.0001603203,0.0003255678,0.002233126,0.9967806,0.00001356765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008119004,0.001046303,0.003401387,0.002075896,0.001491672,0.0001319342,0.03986509,0.0195474,0.9316283],"genre_scores_gemma":[0.002836051,0.0005552374,0.001275615,0.0003053107,0.0002130315,0.00009490024,0.01278413,0.004403284,0.9775326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2025592,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03424344188388633,"score_gpt":0.304625575796632,"score_spread":0.2703821339127456,"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."}}