{"id":"W4220997134","doi":"10.31468/dwr.955","title":"Pratiques de rédaction claire de rédacteurs fonctionnels en Belgique francophone","year":2022,"lang":"fr","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Redaction; Humanities; Philosophy; Political science; Theology","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007931208,0.0005426854,0.0008288721,0.0002586207,0.003451925,0.0001367918,0.0003654446,0.00109802,0.002759643],"category_scores_gemma":[0.001390017,0.0005760496,0.0002101812,0.0005708504,0.0003035122,0.001013845,0.0003885967,0.004960461,0.0001207813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001780021,"about_ca_system_score_gemma":0.003959062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01415514,"about_ca_topic_score_gemma":0.002454423,"domain_scores_codex":[0.9835359,0.01201024,0.001265473,0.0008557171,0.0005057148,0.001826938],"domain_scores_gemma":[0.9928883,0.004723401,0.000978834,0.0005299077,0.0002165132,0.0006630985],"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":[0.0007603446,0.001384424,0.3124913,0.004768325,0.0004644409,0.001103794,0.117815,0.0002765561,0.00144586,0.04061938,0.1057679,0.4131026],"study_design_scores_gemma":[0.001626127,0.001099752,0.1880688,0.001060324,0.0001917655,0.0008488035,0.3962579,0.0008187199,0.0001635404,0.004078953,0.4048671,0.0009182018],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8045897,0.02413017,0.002200066,0.1518029,0.005121126,0.001520556,0.0004384165,0.0003859228,0.00981107],"genre_scores_gemma":[0.973074,0.008421579,0.001368563,0.004612349,0.002985351,0.0006075258,0.0001087287,0.0001221556,0.008699782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4121844,"threshold_uncertainty_score":0.9996691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1271654946305668,"score_gpt":0.4978868505640819,"score_spread":0.3707213559335152,"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."}}