{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00894704,0.002095612,0.001285666,0.004665572,0.00608715,0.0164181,0.00190992,0.00676513,0.2045449],"category_scores_gemma":[0.02856074,0.0006102278,0.001136247,0.002907247,0.003136474,0.006446508,0.00528056,0.006888137,0.06466162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005138351,"about_ca_system_score_gemma":0.007757398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02081872,"about_ca_topic_score_gemma":0.01369115,"domain_scores_codex":[0.9899999,0.004532228,0.0003100517,0.0008911298,0.003507269,0.000759498],"domain_scores_gemma":[0.9794127,0.007097057,0.0006916336,0.001466211,0.008338327,0.002994087],"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":[0.000367305,0.00004859524,0.0006970576,0.0003643274,0.00003505375,0.0005178341,0.00286135,0.0002389999,0.002600787,0.03600117,0.8551993,0.1010682],"study_design_scores_gemma":[0.00002433901,0.00002181051,0.0003869896,0.00009829224,0.000003515579,0.0001102748,0.0009527456,0.0001983996,0.0004998458,0.001302961,0.9963858,0.00001500124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01420265,0.03976104,0.0422308,0.3069806,0.2580054,0.0004340825,0.008341216,0.01615282,0.3138915],"genre_scores_gemma":[0.06192005,0.006295211,0.01169055,0.008496198,0.02858806,0.0004079791,0.003604627,0.004335843,0.8746616],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2045449,"threshold_uncertainty_score":0.6842707,"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."}}