{"id":"W6929937905","doi":"10.5281/zenodo.10722948","title":"clEsperanto/CLIc: 0.8.2","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Documentation; Cache; Test (biology); Point (geometry)","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":[0.00283215,0.006710036,0.002530552,0.003077037,0.001965505,0.008530482,0.01232152,0.006039098,0.6162171],"category_scores_gemma":[0.01438973,0.005436472,0.003785963,0.002083223,0.001333508,0.01129952,0.007992231,0.006547343,0.7121636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004641139,"about_ca_system_score_gemma":0.003410707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008338766,"about_ca_topic_score_gemma":0.006938773,"domain_scores_codex":[0.9959984,0.0003880774,0.0003137554,0.0008059945,0.001617943,0.0008757853],"domain_scores_gemma":[0.9924689,0.000810556,0.0002136599,0.00288411,0.003108902,0.0005139209],"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":[0.0002342531,0.00003357993,0.000256989,0.0003137763,0.00001948611,0.00008380141,0.00006163285,0.0001971663,0.001088365,0.001954996,0.9761529,0.01960306],"study_design_scores_gemma":[0.0001791022,0.00003998411,0.0004511526,0.0002187492,0.00002242832,0.0003009492,0.00004465649,0.001404456,0.007564538,0.003669299,0.9859971,0.000107552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0004663802,0.0005466892,0.02289965,0.0005530611,0.0009583829,0.0002594742,0.01866036,0.8849257,0.07073025],"genre_scores_gemma":[0.009820292,0.0005335485,0.02231259,0.003023339,0.0003732481,0.0005845391,0.06002841,0.7808188,0.1225053],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.6162171,"threshold_uncertainty_score":0.5474197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02771330430987794,"score_gpt":0.270788802330357,"score_spread":0.2430754980204791,"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."}}