{"id":"W1889896355","doi":"10.7202/1032665ar","title":"Nous/on : De la réalité linguistique à la salle de classe","year":2015,"lang":"fr","type":"article","venue":"Arborescences Revue d études françaises","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Humanities; Philosophy; Art; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001282296,0.0004648793,0.0005620118,0.0002015266,0.0005321117,0.0007759468,0.0005709585,0.0003458288,0.0005526745],"category_scores_gemma":[0.002156747,0.0004439934,0.0003371287,0.0001395885,0.001502586,0.0001229521,0.0001113996,0.0005886467,0.0002106235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774051,"about_ca_system_score_gemma":0.0008687386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01601269,"about_ca_topic_score_gemma":0.004843923,"domain_scores_codex":[0.9972586,0.000501033,0.0005420409,0.0005422917,0.0003860244,0.0007699769],"domain_scores_gemma":[0.9971997,0.001097251,0.0002413719,0.000512012,0.0004148858,0.0005347976],"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":[0.00008633845,0.0008271433,0.01416197,0.000249751,0.000253185,0.0006934659,0.019698,0.001229196,0.00001394061,0.9529461,0.009215277,0.0006255853],"study_design_scores_gemma":[0.000558604,0.0003385376,0.001534899,0.0007528344,0.0004939522,0.00003262863,0.005398311,0.00356803,0.0001095822,0.01423546,0.9723493,0.0006278544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07540607,0.01660472,0.000130433,0.00519454,0.001560904,0.000232553,0.0002020139,0.0001607097,0.900508],"genre_scores_gemma":[0.9777994,0.002706694,0.000750989,0.000726154,0.008174314,0.00003821696,0.00002896715,0.00007781556,0.009697426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9631341,"threshold_uncertainty_score":0.9998012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03321498643455636,"score_gpt":0.3033867244686475,"score_spread":0.2701717380340912,"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."}}