{"id":"W4403271775","doi":"10.4000/12741","title":"Présentation","year":2014,"lang":"fr","type":"article","venue":"Communication technologies et développement","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006956051,0.0002156224,0.000237839,0.0002087812,0.0006829519,0.0003761737,0.000789948,0.0001498145,0.0008844615],"category_scores_gemma":[0.0004753469,0.0002147367,0.00009002569,0.0001115339,0.00074691,0.0001603002,0.0005181015,0.000309133,0.0003797598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001316566,"about_ca_system_score_gemma":0.00004702673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004163313,"about_ca_topic_score_gemma":0.0006067362,"domain_scores_codex":[0.9985704,0.0001924656,0.0004652102,0.0002505172,0.0002379398,0.0002834646],"domain_scores_gemma":[0.9978365,0.0001933066,0.0002942655,0.00134062,0.0003020103,0.00003334487],"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":[0.000003099597,0.0001545372,0.0001568786,0.00004412383,0.00008107778,3.979189e-7,0.001786544,0.00003481603,0.00001320854,0.8824841,0.04413533,0.07110593],"study_design_scores_gemma":[0.0002374747,0.00007823944,0.0001541585,0.0001276561,0.0001238867,7.61795e-7,0.009370004,0.001435183,0.0005211587,0.1474992,0.8402103,0.0002419645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001505634,0.02416511,0.006793729,0.5154086,0.001950616,0.0003766886,0.00004614567,0.0008947045,0.4488588],"genre_scores_gemma":[0.9250944,0.04064451,0.0107037,0.0009100629,0.0005004202,0.0001234715,0.0002861889,0.00003843721,0.02169883],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9235888,"threshold_uncertainty_score":0.9684234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0609065464268909,"score_gpt":0.3383327485238725,"score_spread":0.2774262020969815,"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."}}