{"id":"W4313451835","doi":"10.31468/dwr.1021","title":"SAAQ : le grand chantier des communications écrites","year":2022,"lang":"fr","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002476389,0.0002507182,0.0003850105,0.0001264474,0.004222242,0.0001970797,0.0009086164,0.0001493917,0.0009987394],"category_scores_gemma":[0.0007886455,0.0002752779,0.0001472205,0.0006717233,0.004390793,0.0004064215,0.0008800466,0.0009375217,0.00002259574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297698,"about_ca_system_score_gemma":0.0003206309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004525047,"about_ca_topic_score_gemma":0.0009620917,"domain_scores_codex":[0.995492,0.002541992,0.0003571374,0.0004442573,0.0003685708,0.0007960784],"domain_scores_gemma":[0.997511,0.001360241,0.0002038391,0.0006452361,0.00008628251,0.0001934566],"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":[0.00002071746,0.0006357237,0.05492204,0.000115527,0.0001230899,0.0001199001,0.04914795,0.00004385519,0.0004499923,0.1629353,0.007354235,0.7241316],"study_design_scores_gemma":[0.001005335,0.000342311,0.01359328,0.0002115118,0.0002516711,0.0001011633,0.2991349,0.0006815191,0.0002306563,0.02943369,0.6540781,0.0009359296],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5710583,0.2922041,0.0007319643,0.07349396,0.001211231,0.0004135521,0.0001579906,0.0002317054,0.06049721],"genre_scores_gemma":[0.9619641,0.008234474,0.011434,0.0006489533,0.0003159727,0.0001010069,0.00006288845,0.00003846228,0.01720011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7231957,"threshold_uncertainty_score":0.99997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1804359906927224,"score_gpt":0.4567110769713661,"score_spread":0.2762750862786437,"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."}}