{"id":"W4384202794","doi":"10.4000/glad.6126","title":"Varia","year":2023,"lang":"fr","type":"paratext","venue":"GLAD!","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001899924,0.0008310719,0.0006893566,0.003104466,0.002808323,0.009154182,0.001778584,0.002930202,0.4521158],"category_scores_gemma":[0.007464726,0.0004602085,0.0007188682,0.003332779,0.001582982,0.00711827,0.00507632,0.002791244,0.2840077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002817273,"about_ca_system_score_gemma":0.002522256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003597976,"about_ca_topic_score_gemma":0.004710565,"domain_scores_codex":[0.9972013,0.0004897148,0.0002002805,0.0006738162,0.001086593,0.0003481879],"domain_scores_gemma":[0.996874,0.0005769245,0.0002080562,0.0008201346,0.001101936,0.0004188994],"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":[0.0001151607,0.00005547974,0.001281663,0.0004665405,0.00002482137,0.0001886263,0.00110436,0.0001163766,0.000882771,0.129496,0.6466667,0.2196016],"study_design_scores_gemma":[0.000002085479,0.000004331094,0.0002222608,0.00006342798,0.000002245441,0.00006589179,0.0001106203,0.00001844235,0.00009353161,0.00185791,0.9975551,0.000004225925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002408574,0.0070325,0.00456345,0.0140525,0.01324684,0.0001313541,0.003149932,0.00161496,0.9537999],"genre_scores_gemma":[0.01546627,0.004202649,0.002295351,0.006164243,0.002486837,0.0001549989,0.00314744,0.001295537,0.9647867],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5478842,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314773064196323,"score_gpt":0.307621205287538,"score_spread":0.2644734746455747,"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."}}