{"id":"W3179222473","doi":"10.7202/1078171ar","title":"Vertimus","year":2021,"lang":"fr","type":"article","venue":"Anthropologie et Sociétés","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000281016,0.0002547076,0.0004137612,0.000006244096,0.0008268389,0.00006157722,0.0002443653,0.0004194205,0.1452986],"category_scores_gemma":[0.000527952,0.0001293749,0.0002604371,0.0003820435,0.001951573,0.0001858048,0.0004246153,0.0003404055,0.001005066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009008978,"about_ca_system_score_gemma":0.00007686516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003232962,"about_ca_topic_score_gemma":0.0008209909,"domain_scores_codex":[0.9978753,0.000431805,0.0002804207,0.0005239025,0.0001568263,0.000731796],"domain_scores_gemma":[0.9987236,0.0008241099,0.00006278537,0.0001167395,0.0001527828,0.0001199817],"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":[0.00003411808,0.001079941,0.04615129,0.00003963011,0.0003773836,0.001153227,0.0007233536,0.000009789474,0.01300723,0.01882552,0.6613636,0.2572349],"study_design_scores_gemma":[0.000344967,0.0006003521,0.08920266,0.00004548963,0.0001319221,0.00009603216,0.05377711,0.00003081341,0.003734601,0.01434854,0.8371052,0.000582331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2851263,0.03669253,0.00001934136,0.6126981,0.02512392,0.000113759,0.0001046061,0.0001354388,0.03998597],"genre_scores_gemma":[0.8089503,0.04555084,0.0003223858,0.007490735,0.0008118527,0.0000176944,0.00004309853,0.00000371691,0.1368094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6052074,"threshold_uncertainty_score":0.9997728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1916301262860616,"score_gpt":0.4880572589665426,"score_spread":0.296427132680481,"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."}}