{"id":"W6930540068","doi":"10.5281/zenodo.12020433","title":"tefaq exemple test pdf","year":2024,"lang":"fr","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Immigration; Listening comprehension; Active listening; Reading comprehension","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003963661,0.0003369351,0.0003001828,0.00009337765,0.001581607,0.001523601,0.00121198,0.000266706,0.7207254],"category_scores_gemma":[0.0005417714,0.0001944867,0.0001718873,0.0007008517,0.0002817666,0.0001205959,0.001397468,0.0005029571,0.5387493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549258,"about_ca_system_score_gemma":0.000002295007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003093604,"about_ca_topic_score_gemma":0.00000832956,"domain_scores_codex":[0.9976504,0.0002035557,0.0003241393,0.0008113788,0.0003793205,0.0006311372],"domain_scores_gemma":[0.9989738,0.00007569115,0.0001341253,0.0002379902,0.0002615536,0.000316798],"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":[0.0000109197,0.000199467,0.00001930417,0.0001480687,0.00004838792,0.00005846664,0.000291273,0.000002509306,0.01449194,0.004375539,0.83697,0.1433841],"study_design_scores_gemma":[0.0001279525,0.0004300094,0.0005503061,0.000221008,0.00004474919,0.0001199367,0.0001765654,0.00009283883,0.0003093226,0.0006911964,0.9968536,0.0003824428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002995718,0.001015066,0.00002919271,0.003049173,0.0004833263,0.0004693803,0.001715876,0.0006339249,0.9896083],"genre_scores_gemma":[0.04251647,0.0004917351,0.00009855479,0.0002909222,0.002002293,7.675686e-8,0.002796025,0.0009816801,0.9508222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.181976,"threshold_uncertainty_score":0.9997182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02858743389521978,"score_gpt":0.2222599479605049,"score_spread":0.1936725140652852,"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."}}