{"id":"W6931601826","doi":"10.5281/zenodo.5113462","title":"pyomeca/biorbd: ARenewEra","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Product (mathematics); Identification (biology); Work (physics); Set (abstract data type)","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":[0.0003530196,0.0002098596,0.000326377,0.0003641847,0.0006030353,0.0002191742,0.0003196398,0.0002065154,0.1706017],"category_scores_gemma":[0.0004463629,0.0002144522,0.00009237183,0.0004403798,0.0001152749,0.00004157321,0.0003604157,0.0004396161,0.009903751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673108,"about_ca_system_score_gemma":0.00001583535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000474093,"about_ca_topic_score_gemma":7.547171e-7,"domain_scores_codex":[0.9980373,0.0002262269,0.0002453148,0.0006799119,0.000424206,0.0003870031],"domain_scores_gemma":[0.9982691,0.000007268107,0.0001563159,0.0007867911,0.0004904934,0.000289999],"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":[0.00006385994,0.0001359971,0.000001898992,0.0003769344,0.0000739764,0.0001313133,0.0001078913,2.806008e-7,0.001834102,0.0004782024,0.8874779,0.1093176],"study_design_scores_gemma":[0.0006704067,0.0002210942,0.0003049096,0.0002904758,0.00004267824,0.0006044088,0.00009322671,0.00001359597,0.0001315186,0.00002578763,0.997417,0.0001848898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000277564,0.001637535,0.0008068776,0.001787361,0.0002950016,0.0008088099,0.0001412262,0.001153078,0.9930925],"genre_scores_gemma":[0.007605722,0.001623679,0.0004964082,0.0008155373,0.00335725,1.394607e-7,0.01207792,0.01484363,0.9591797],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.160698,"threshold_uncertainty_score":0.9908671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04608040789405637,"score_gpt":0.2917237035698628,"score_spread":0.2456432956758064,"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."}}