{"id":"W6930947192","doi":"10.5281/zenodo.3571960","title":"speckleworks/SpeckleServer: v1.9.7","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Genomics and Chromatin Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Permission; Product (mathematics); Process (computing); Work (physics)","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":["insufficient_payload"],"category_scores_codex":[0.002989662,0.003458659,0.002334394,0.002757626,0.001208979,0.005477547,0.006648812,0.004803514,0.4968486],"category_scores_gemma":[0.008366082,0.003818237,0.002059374,0.001758157,0.001267479,0.004958086,0.005574649,0.004253032,0.7150174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638366,"about_ca_system_score_gemma":0.001485737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003000325,"about_ca_topic_score_gemma":0.003163661,"domain_scores_codex":[0.9975613,0.0002613901,0.0001743192,0.0005815843,0.001044834,0.0003765352],"domain_scores_gemma":[0.9964634,0.0005950051,0.0001615865,0.001507137,0.0008955204,0.0003774338],"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":[0.0002255131,0.00002849629,0.0002792752,0.0003159416,0.00003200692,0.00007895241,0.00006260773,0.0003652105,0.002545612,0.004127218,0.9654469,0.02649215],"study_design_scores_gemma":[0.0001895313,0.00003212912,0.0004839396,0.0001147491,0.00002368619,0.0002053942,0.00002126309,0.002713063,0.01201834,0.008242597,0.9758325,0.0001227957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.000493755,0.00030665,0.0455938,0.0003262977,0.0004772759,0.0001095363,0.03057766,0.881224,0.04089106],"genre_scores_gemma":[0.009963944,0.0004974975,0.02818595,0.001012234,0.0003198028,0.0004937018,0.109566,0.7081655,0.1417955],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5031514,"threshold_uncertainty_score":0.7176844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276044645483573,"score_gpt":0.2175982707948202,"score_spread":0.2048378243399845,"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."}}