{"id":"W4247141104","doi":"10.4000/memini.455","title":"Varia","year":2013,"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":[],"consensus_categories":[],"category_scores_codex":[0.001237393,0.001576936,0.001136298,0.00370676,0.002326861,0.009376897,0.001869107,0.001998554,0.7962706],"category_scores_gemma":[0.00558047,0.000757665,0.0008379003,0.003445419,0.0007633752,0.006812034,0.003829668,0.002500387,0.7498948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586961,"about_ca_system_score_gemma":0.001977429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006774501,"about_ca_topic_score_gemma":0.009685714,"domain_scores_codex":[0.9990805,0.0001760281,0.00005004913,0.0001622719,0.0003583197,0.0001727728],"domain_scores_gemma":[0.9980898,0.000349123,0.00006551539,0.0003966291,0.0007342315,0.0003646364],"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":[0.000102281,0.00003034214,0.0001142932,0.0001475491,0.000004628024,0.00003335627,0.00009101552,0.00007450236,0.0001945477,0.006250757,0.9346884,0.05826819],"study_design_scores_gemma":[0.00002102962,0.00001118293,0.000201631,0.00009484105,0.000005268327,0.00004977177,0.00007842245,0.0001711483,0.0003286055,0.002900638,0.9961236,0.00001391367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007330111,0.0009077161,0.003740883,0.002153104,0.001436612,0.0001203573,0.03601224,0.02034509,0.9345509],"genre_scores_gemma":[0.002974137,0.000600265,0.001468822,0.0003522132,0.0002315913,0.00009929914,0.01265539,0.005294177,0.976324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7962706,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269307884601288,"score_gpt":0.2821052122447423,"score_spread":0.2594121333987294,"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."}}