{"id":"W6950359387","doi":"10.5281/zenodo.5504306","title":"ReadyLab-UToronto/MUCAD-CLF","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Dysgeusia; Liquation; Fusible alloy; Demotion; Hyporeflexia","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":[0.002146584,0.002776574,0.001492957,0.002662106,0.001028095,0.003081418,0.00444997,0.001516965,0.4583981],"category_scores_gemma":[0.01266564,0.002192549,0.001904056,0.001545978,0.000934548,0.004205791,0.004084334,0.003408544,0.4302051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002510291,"about_ca_system_score_gemma":0.001844008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0099455,"about_ca_topic_score_gemma":0.008192156,"domain_scores_codex":[0.9983182,0.0002025211,0.0001239359,0.0003980603,0.0006688875,0.0002884822],"domain_scores_gemma":[0.995163,0.0008744939,0.0003018433,0.001847528,0.001344178,0.000469006],"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":[0.0002002592,0.00003256607,0.0005840758,0.0002008046,0.00002272455,0.00006378213,0.00005729124,0.0004491468,0.001048279,0.002615281,0.9664492,0.02827667],"study_design_scores_gemma":[0.0002588,0.00003295203,0.00170632,0.0001893894,0.00001983846,0.000227136,0.00004334314,0.006164951,0.00877493,0.005388238,0.9770528,0.0001412139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.0006885339,0.0001100552,0.03325827,0.0002988045,0.0003512561,0.0001517313,0.05114119,0.8843697,0.02963049],"genre_scores_gemma":[0.01076435,0.0001346948,0.03023991,0.0006811566,0.0001471003,0.0004156615,0.09508038,0.8197671,0.04276966],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4583981,"threshold_uncertainty_score":0.7725294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04281334644444186,"score_gpt":0.2267136450776666,"score_spread":0.1839002986332247,"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."}}