{"id":"W2284255798","doi":"","title":"The construction of discourses on management techniques","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Dialogic; Vocabulary; Discourse analysis; Dimension (graph theory); Tone (literature); Point (geometry); Sociology; Ideal (ethics); Conversation; Linguistics; Service (business); Epistemology; Pedagogy; Business; Marketing; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02421938,0.001162795,0.0006836444,0.006760206,0.009417944,0.01614894,0.002235265,0.003218093,0.004491633],"category_scores_gemma":[0.04112816,0.0007280841,0.0006464414,0.004354498,0.03891647,0.01623638,0.009865234,0.00375179,0.0005812988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008532443,"about_ca_system_score_gemma":0.004603254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003303843,"about_ca_topic_score_gemma":0.002096396,"domain_scores_codex":[0.9506533,0.04097027,0.0007168837,0.001699309,0.004550057,0.001410179],"domain_scores_gemma":[0.9490418,0.04388371,0.002273832,0.00203126,0.001949811,0.0008197221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003486033,0.00001675934,0.0006871226,0.0001395271,0.000008255683,0.0002810821,0.7198694,0.0001735311,0.001025628,0.2656949,0.0006671568,0.01140194],"study_design_scores_gemma":[0.00003172448,0.00006820704,0.002646281,0.00110602,0.00002862932,0.000688734,0.6015062,0.002568019,0.003070372,0.1556888,0.2325282,0.00006878981],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4733437,0.008037147,0.1334311,0.01715215,0.0004285495,0.0004072237,0.0002585792,0.0003568216,0.3665847],"genre_scores_gemma":[0.9781123,0.0008731463,0.01121414,0.0002583353,0.00008785167,0.0001307984,0.00009507485,0.0001360403,0.009092331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.990582,"threshold_uncertainty_score":0.1280859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265523736147153,"score_gpt":0.2867429179718061,"score_spread":0.2740876806103346,"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."}}