{"id":"W4240770771","doi":"10.4000/vertigo.9185","title":"Varia","year":2009,"lang":"","type":"paratext","venue":"VertigO","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":[0.0006931666,0.001087962,0.0008117913,0.002466278,0.001502085,0.005479075,0.001184013,0.001747158,0.7850164],"category_scores_gemma":[0.002920525,0.0004877174,0.0006035026,0.001494988,0.0006296856,0.003009293,0.002517902,0.00256523,0.7225314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008961287,"about_ca_system_score_gemma":0.001335601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003058336,"about_ca_topic_score_gemma":0.006970149,"domain_scores_codex":[0.9993749,0.00009765557,0.00003492619,0.00009613844,0.0002777222,0.0001186891],"domain_scores_gemma":[0.9987558,0.0001967435,0.00005889147,0.0002009076,0.0003685976,0.0004190099],"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":[0.0001660829,0.00006082281,0.000169775,0.0001525779,0.000006829853,0.0001102671,0.00004333767,0.00005718773,0.0004146211,0.002880777,0.8965341,0.09940363],"study_design_scores_gemma":[0.00004912091,0.00003031815,0.0005719819,0.0001208076,0.000008002992,0.0002091113,0.00003612087,0.0001208646,0.0004328616,0.001663867,0.9967437,0.0000131636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0010951,0.001800193,0.00145649,0.002366276,0.001801609,0.000137757,0.01363648,0.00683974,0.9708664],"genre_scores_gemma":[0.003141517,0.0007736243,0.000485037,0.0004199415,0.0002653822,0.0000573764,0.003839387,0.001357702,0.98966],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2149836,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01865999033199512,"score_gpt":0.2708392401947202,"score_spread":0.2521792498627251,"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."}}