{"id":"W2805393054","doi":"10.7202/1045363ar","title":"From uncertainty to ambiguity: A discursive approach of emerging field1","year":2018,"lang":"en","type":"article","venue":"Management international","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ambiguity; Rhetoric; Field (mathematics); Sociology; State (computer science); Epistemology; Public discourse; Political science; Linguistics; Computer science; Law; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001621772,0.00005503569,0.00008249759,0.0000611158,0.0001830729,0.00003495219,0.00032182,0.00002320145,0.0005751281],"category_scores_gemma":[0.00006401305,0.00005345845,0.00004776904,0.0001425567,0.0001533158,0.00006106283,0.0001653388,0.00003182883,0.0000436101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001233979,"about_ca_system_score_gemma":0.000009077264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01220421,"about_ca_topic_score_gemma":0.002215364,"domain_scores_codex":[0.9991758,0.00002489145,0.0001196019,0.0001538451,0.000392905,0.0001329987],"domain_scores_gemma":[0.9997014,0.00002683598,0.00004835622,0.00007781752,0.0001063297,0.00003930794],"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":[0.00002927207,0.0001421324,0.002551754,0.000007410059,0.0004057603,0.000002808156,0.0882846,0.00004901262,0.00001079984,0.7039819,0.1716536,0.03288103],"study_design_scores_gemma":[0.0002625334,0.00003558536,0.008474356,0.00003046485,0.00002710201,1.960598e-8,0.0516771,0.000250633,0.00003047523,0.02898645,0.910077,0.0001483143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02968049,0.00004075381,0.009183006,0.004050328,0.001563954,0.0001968368,0.00002330743,0.00003213763,0.9552292],"genre_scores_gemma":[0.9824605,0.00003900117,0.0028554,0.0004949899,0.001140407,0.00002473734,0.00001581897,0.000003778595,0.01296535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.95278,"threshold_uncertainty_score":0.9943736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03615884153022506,"score_gpt":0.3065022853158518,"score_spread":0.2703434437856267,"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."}}