{"id":"W1986483362","doi":"10.7202/012262ar","title":"Présentation","year":2005,"lang":"fr","type":"article","venue":"Protée","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"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":[0.00009935308,0.00009905861,0.0001070884,0.00005163405,0.0002628812,0.0002464646,0.00006923552,0.00003761711,0.01616808],"category_scores_gemma":[0.00003359476,0.00009354263,0.00009314003,0.00002367344,0.000139109,0.0001354688,0.00001990736,0.00007945963,0.002359365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003517805,"about_ca_system_score_gemma":0.00003614787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007889821,"about_ca_topic_score_gemma":0.0007469633,"domain_scores_codex":[0.9993246,0.00002263467,0.0001846846,0.0001404371,0.0001363242,0.000191345],"domain_scores_gemma":[0.9996108,0.00001712148,0.00006630715,0.0001239808,0.0001214352,0.00006034554],"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":[0.000004395647,0.0001426141,0.0001315439,0.00004410886,0.00005922333,0.000004180428,0.003937629,0.00005635701,0.000005080567,0.9143626,0.05419227,0.02706001],"study_design_scores_gemma":[0.0001522606,0.00002844124,0.00004756514,0.00003363471,0.000153552,0.000001140596,0.0007847868,0.002481665,0.0001534698,0.006696275,0.9893352,0.0001320579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002607198,0.0116804,0.0001650225,0.03439534,0.002917527,0.000277331,0.00005848916,0.0000409473,0.9478577],"genre_scores_gemma":[0.3864219,0.0004902972,0.000766249,0.0007966844,0.05308242,0.00004697315,0.00004101959,0.00002363973,0.5583308],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9351429,"threshold_uncertainty_score":0.9984174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03398492015533977,"score_gpt":0.3029415892550608,"score_spread":0.268956669099721,"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."}}