{"id":"W4242395431","doi":"10.4000/memini.861","title":"Varia","year":2017,"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":[0.001433181,0.001611082,0.001148445,0.003969841,0.00228929,0.01039778,0.001956086,0.002060202,0.8122538],"category_scores_gemma":[0.006793757,0.0006929606,0.0008923137,0.003534721,0.0008474361,0.007772924,0.004585624,0.002876252,0.8008704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001700538,"about_ca_system_score_gemma":0.002291834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005303746,"about_ca_topic_score_gemma":0.007057949,"domain_scores_codex":[0.9988531,0.0002322121,0.00005967108,0.0001953847,0.0004384441,0.0002212549],"domain_scores_gemma":[0.997541,0.0004085278,0.00007881592,0.0005068147,0.0009344643,0.0005304302],"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":[0.00009333374,0.00002798448,0.0000968536,0.0001306594,0.000003994234,0.00002611375,0.00007074752,0.00005834787,0.0001487892,0.00495555,0.9495258,0.04486176],"study_design_scores_gemma":[0.00002142284,0.00001045489,0.0001649995,0.00009270394,0.000004195418,0.00003713096,0.00007696671,0.0001486033,0.0002410182,0.002792773,0.9963977,0.0000119587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007495026,0.00105762,0.003284358,0.00308025,0.00273758,0.000131069,0.04511675,0.02037326,0.9234695],"genre_scores_gemma":[0.003160313,0.0006716513,0.001311199,0.0005151756,0.0004366979,0.0001207332,0.01881609,0.00618846,0.9687797],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1877462,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04396511496575164,"score_gpt":0.3400850490864257,"score_spread":0.2961199341206741,"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."}}