{"id":"W6969112277","doi":"10.5281/zenodo.6426114","title":"JSOSolvers.jl","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Process (computing); Work (physics); Identification (biology); Set (abstract data type)","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":[0.0009074702,0.003058295,0.00140422,0.001715791,0.000848082,0.004517864,0.002432929,0.002518652,0.5289245],"category_scores_gemma":[0.003629295,0.00143905,0.001040533,0.00140075,0.0008585067,0.00266977,0.00449699,0.002767912,0.4879805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008906314,"about_ca_system_score_gemma":0.001183625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002523315,"about_ca_topic_score_gemma":0.00380455,"domain_scores_codex":[0.9993375,0.00008957096,0.00003637353,0.0002021911,0.0002452947,0.00008907748],"domain_scores_gemma":[0.9990003,0.0003064611,0.00005494068,0.0002892261,0.0002232635,0.0001258982],"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":[0.0001967009,0.0001316323,0.0002777517,0.0008840461,0.0000791803,0.0001039029,0.00009016239,0.01932392,0.003056151,0.05734443,0.6311156,0.2873966],"study_design_scores_gemma":[0.0001640039,0.00003763376,0.0002070287,0.0003207863,0.00003256343,0.0001362944,0.00004279942,0.09515341,0.005394634,0.04739584,0.8510562,0.00005872782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.001595164,0.001407257,0.3478558,0.001676764,0.001206834,0.0002114946,0.01619206,0.1793544,0.4505003],"genre_scores_gemma":[0.0538989,0.002923146,0.2288515,0.001454675,0.0007685429,0.000694885,0.03234854,0.1495509,0.5295088],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.5289245,"threshold_uncertainty_score":0.6719321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299199228478708,"score_gpt":0.2430837718870562,"score_spread":0.2100917796022691,"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."}}