{"id":"W6931505813","doi":"10.5281/zenodo.8011965","title":"cyllab/ccinput: v1.9.0","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Commit; Dispersion (optics); Code (set theory); Density functional theory; Hafnium","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":[0.002706393,0.00564131,0.003367789,0.003400435,0.001968885,0.006326125,0.01053513,0.003951654,0.7853258],"category_scores_gemma":[0.01382465,0.003222984,0.003197254,0.004092705,0.001361485,0.004983374,0.006336387,0.004056518,0.7759523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003122007,"about_ca_system_score_gemma":0.00271592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006271242,"about_ca_topic_score_gemma":0.005553787,"domain_scores_codex":[0.9977707,0.0003163661,0.0001627633,0.0004235363,0.0009249256,0.0004018067],"domain_scores_gemma":[0.9947673,0.001310008,0.0001955286,0.001358604,0.00178476,0.0005837854],"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":[0.0001151143,0.00002045267,0.0001313275,0.0004354812,0.00002064184,0.0000358679,0.00003675611,0.0004646423,0.0002532875,0.002009656,0.9887291,0.007747681],"study_design_scores_gemma":[0.000447434,0.0000461287,0.0006221908,0.0003114138,0.00002450746,0.0001114889,0.00005475782,0.00372864,0.004719187,0.01169323,0.9780976,0.0001434323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0006084634,0.0003248626,0.02820584,0.0005095561,0.0009100489,0.0002436367,0.3004351,0.5922909,0.07647154],"genre_scores_gemma":[0.00654904,0.000289019,0.01672335,0.000730888,0.0002197101,0.0009412462,0.2798877,0.6448599,0.04979906],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.7853258,"threshold_uncertainty_score":0.3062066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03895919042382377,"score_gpt":0.2749620636019398,"score_spread":0.2360028731781161,"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."}}