{"id":"W6893756769","doi":"10.5281/zenodo.5057630","title":"adrn/gala:","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Python (programming language); Sketch; Visualization","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":[0.001013357,0.001752323,0.001326296,0.001307563,0.0008395619,0.002675527,0.002995982,0.001244917,0.144843],"category_scores_gemma":[0.002556947,0.001157198,0.001739969,0.001066372,0.00106112,0.003397752,0.003875036,0.00265315,0.1059689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001266,"about_ca_system_score_gemma":0.001193127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00400897,"about_ca_topic_score_gemma":0.005367948,"domain_scores_codex":[0.9993464,0.0001098472,0.0000532108,0.0001347098,0.0002340135,0.0001217248],"domain_scores_gemma":[0.9990855,0.0002118097,0.00004558112,0.000361699,0.0001303599,0.0001649534],"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":[0.0002965514,0.0001064293,0.001096859,0.0005999146,0.0001088087,0.0001446071,0.0002346621,0.01054851,0.003259672,0.07033902,0.8326104,0.0806546],"study_design_scores_gemma":[0.0003707272,0.00002794346,0.000799778,0.0001543118,0.00004504764,0.000163366,0.00004313587,0.0761454,0.007753832,0.08754575,0.8268196,0.0001311007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.002628253,0.0002977546,0.2293843,0.000456619,0.000409888,0.0001416984,0.04154139,0.659646,0.0654941],"genre_scores_gemma":[0.09047007,0.0006938439,0.2067229,0.001338618,0.0003504038,0.001216023,0.09906601,0.4937848,0.1063574],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.855157,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03958245751910183,"score_gpt":0.2557736930047854,"score_spread":0.2161912354856836,"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."}}