{"id":"W6950110917","doi":"10.5281/zenodo.4644344","title":"SolverTools.jl","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diversity and Impact of Dance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Fusible alloy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002338963,0.0002020157,0.0002284991,0.0002845516,0.0007664926,0.0004821902,0.001148385,0.0002292985,0.6696836],"category_scores_gemma":[0.0001971054,0.0002333077,0.00009247674,0.0003663618,0.0001583231,0.00006861819,0.001036658,0.0003920601,0.07789277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008386076,"about_ca_system_score_gemma":0.000003794007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000912801,"about_ca_topic_score_gemma":8.909044e-7,"domain_scores_codex":[0.9982847,0.000298567,0.0001547314,0.0005182618,0.0003179416,0.0004257933],"domain_scores_gemma":[0.9987688,0.00001290809,0.000138047,0.0007262276,0.0001664342,0.0001875578],"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":[0.00002325381,0.0001448824,0.000001186181,0.00005677181,0.0001485775,0.0000720533,0.0004671369,3.360627e-7,0.00008303194,0.00430735,0.9532568,0.04143861],"study_design_scores_gemma":[0.0004527534,0.0001209982,0.0002049488,0.0001043226,0.00002454854,0.00008386465,0.0003352578,0.000001860384,0.00001321049,0.00003254837,0.9983817,0.000243952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004363421,0.0007836294,0.0005575987,0.0003006846,0.0005647428,0.0002573268,0.0005571916,0.001026586,0.9959086],"genre_scores_gemma":[0.001731216,0.0002077272,0.000158214,0.0003901899,0.0005357396,1.601634e-8,0.00429153,0.007471937,0.9852135],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5917909,"threshold_uncertainty_score":0.951401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05791633630977148,"score_gpt":0.2853631447812181,"score_spread":0.2274468084714466,"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."}}