{"id":"W6929144015","doi":"10.4224/40003515","title":"Rapport annuel sur l'équité en matière d'emploi 2021-2022","year":2022,"lang":"fr","type":"report","venue":"NRC Digital Repository","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ile de france; Public investment; Reasonable accommodation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002428016,0.001221399,0.002090153,0.0003628149,0.0006033641,0.0002423111,0.0008924241,0.001423908,0.003974455],"category_scores_gemma":[0.006161215,0.001199808,0.001249742,0.0005711946,0.001022476,0.0009198689,0.001204895,0.002989691,0.0006442931],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003901359,"about_ca_system_score_gemma":0.007400993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005539875,"about_ca_topic_score_gemma":0.00001901823,"domain_scores_codex":[0.9903293,0.0005617995,0.002171631,0.002808043,0.002755619,0.0013736],"domain_scores_gemma":[0.9927717,0.0005695561,0.001040739,0.002946938,0.002015713,0.0006553882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003218039,0.002916201,0.281491,0.002041563,0.003337903,0.008859087,0.001042651,0.000007278567,0.004903122,0.00008416252,0.2931331,0.3989659],"study_design_scores_gemma":[0.0005715244,0.0009194484,0.2360402,0.000280605,0.0006155957,0.004351267,0.0005804746,0.000006192342,0.001154113,0.0001517076,0.7545227,0.0008060689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08452304,0.03898542,0.00002087159,0.0004488919,0.02798765,0.001708737,0.0006923454,0.0002485611,0.8453845],"genre_scores_gemma":[0.1500219,0.00141167,0.00002633862,0.0001296202,0.01462554,0.0003495567,0.001483787,0.0002021422,0.8317494],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4613896,"threshold_uncertainty_score":0.9999225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02628172719863189,"score_gpt":0.2654188656383999,"score_spread":0.2391371384397681,"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."}}