{"id":"W4236379870","doi":"10.4000/belphegor.3343","title":"Présentation","year":2020,"lang":"fr","type":"article","venue":"Belphégor","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.00005000567,0.0001230774,0.00015764,0.00002827426,0.0002611483,0.0002507798,0.00009715917,0.00004471099,0.01602295],"category_scores_gemma":[0.00009334781,0.0001210543,0.0001359946,0.00004719458,0.0001536716,0.0000944639,0.00003392479,0.00009618368,0.002331887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001520013,"about_ca_system_score_gemma":0.00004815415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008389689,"about_ca_topic_score_gemma":0.000157321,"domain_scores_codex":[0.9992053,0.00002775055,0.0002113857,0.0001950451,0.0001619983,0.0001985285],"domain_scores_gemma":[0.9995191,0.00003016645,0.00007651334,0.0001009305,0.0001155657,0.0001577174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009285863,0.00006090488,0.0001011473,0.00008052933,0.0000718989,0.00002882269,0.007996618,0.00002985899,0.0000153336,0.7804862,0.208371,0.002748403],"study_design_scores_gemma":[0.0002080026,0.00007921963,0.00006390528,0.00001710231,0.0003102384,6.590989e-7,0.003422458,0.003039873,0.00006698386,0.002211578,0.9904152,0.0001648444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003788182,0.01515286,0.0004883723,0.161582,0.006341564,0.0001835373,0.0003143713,0.00008613707,0.812063],"genre_scores_gemma":[0.7934573,0.0005076802,0.000304944,0.006773753,0.05747198,0.00000897907,0.0001107196,0.00004003216,0.1413247],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.789669,"threshold_uncertainty_score":0.9984449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05877279137638829,"score_gpt":0.2963736831288558,"score_spread":0.2376008917524675,"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."}}