{"id":"W6931386732","doi":"10.5281/zenodo.4779011","title":"pyomeca/bioptim: MACADOS","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Photosynthetic Processes and Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Installation; Order (exchange); Work (physics); Troubleshooting","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":[0.0010886,0.002241834,0.001324592,0.001408654,0.001036978,0.003280503,0.003226527,0.001094907,0.4728813],"category_scores_gemma":[0.002683561,0.00145113,0.001197677,0.001150886,0.0006036469,0.004973826,0.003666754,0.002927402,0.4515755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088213,"about_ca_system_score_gemma":0.0009219882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003627944,"about_ca_topic_score_gemma":0.002569264,"domain_scores_codex":[0.9994918,0.00004306244,0.00002659599,0.000154597,0.0001718515,0.0001121311],"domain_scores_gemma":[0.9987796,0.0001463303,0.0000575261,0.0004853073,0.0002523012,0.0002789497],"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":[0.0002879915,0.00004644983,0.0001880178,0.0001852162,0.00001837939,0.0000518423,0.00006738691,0.0001931189,0.00272805,0.008163854,0.9338686,0.05420119],"study_design_scores_gemma":[0.00007369681,0.00001187817,0.0003719188,0.00004246788,0.00001074873,0.00006937013,0.00001938848,0.001063771,0.004177781,0.004671675,0.9894498,0.00003762776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001761671,0.0005378086,0.06176674,0.0007584505,0.0007942681,0.0001400347,0.02952909,0.6728391,0.2318728],"genre_scores_gemma":[0.02144836,0.0009711492,0.04958206,0.001271876,0.0004503318,0.0004320055,0.07709542,0.5027192,0.3460297],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4728813,"threshold_uncertainty_score":0.7518708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977391531465818,"score_gpt":0.2416042417775058,"score_spread":0.2218303264628476,"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."}}