{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002173432,0.001349317,0.00101328,0.00189238,0.001546221,0.006370195,0.002267045,0.003602593,0.7687185],"category_scores_gemma":[0.003835629,0.0007258059,0.0009611007,0.00165524,0.0009635602,0.004517364,0.005044218,0.003617101,0.7563512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451228,"about_ca_system_score_gemma":0.00173427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187193,"about_ca_topic_score_gemma":0.002309356,"domain_scores_codex":[0.9989502,0.0001243101,0.0000464005,0.0002348911,0.0004785408,0.0001656571],"domain_scores_gemma":[0.9983931,0.0001942263,0.0001066025,0.0003293256,0.0003790096,0.0005976714],"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":[0.0001524048,0.00004293199,0.0001117047,0.0001941175,0.000007900359,0.00008915512,0.00004228563,0.00009216699,0.0007715539,0.01424753,0.8699474,0.1143008],"study_design_scores_gemma":[0.00001141983,0.000007757003,0.00004369463,0.00002803227,0.000001517714,0.00005948905,0.000006493865,0.00005551931,0.0003860915,0.001318582,0.9980763,0.000005059072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.000577962,0.003155633,0.009341367,0.005994333,0.003759081,0.0001576026,0.01014847,0.03006548,0.9368002],"genre_scores_gemma":[0.004458027,0.00180279,0.004549293,0.002582497,0.0007439929,0.0001520739,0.007900712,0.01265263,0.965158],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.7687185,"threshold_uncertainty_score":0.329895,"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."}}