{"id":"W4233351257","doi":"10.4000/communiquer.1393","title":"Présentation","year":2009,"lang":"fr","type":"article","venue":"Revue internationale de communication sociale et publique","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007919819,0.0001663637,0.0002105819,0.000196,0.0004423788,0.0008758762,0.0005783112,0.0001441056,0.001882667],"category_scores_gemma":[0.0006779939,0.0002068393,0.0002259689,0.0001018436,0.0002173285,0.0006276745,0.00007671953,0.0003689466,0.0001226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003934054,"about_ca_system_score_gemma":0.0004243476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002984419,"about_ca_topic_score_gemma":0.003627301,"domain_scores_codex":[0.9984826,0.000372185,0.0004820202,0.0002014902,0.0002322635,0.0002293793],"domain_scores_gemma":[0.9976137,0.0003365578,0.0003851127,0.0004518561,0.001119835,0.00009294518],"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":[0.000006437551,0.0003305503,0.0002601756,0.00002220139,0.0001059628,0.000003445679,0.007028276,0.0001235158,0.00001217111,0.9483976,0.02700278,0.01670687],"study_design_scores_gemma":[0.0002273925,0.00003043868,0.00214478,0.0001713678,0.00008531677,0.000007295246,0.001257784,0.002232991,0.00002251377,0.170044,0.8235798,0.0001963654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006644983,0.01079795,0.002081455,0.3384169,0.001333278,0.0001997576,0.0001584583,0.00008078157,0.6402864],"genre_scores_gemma":[0.6898413,0.01654731,0.002121595,0.008086934,0.006815108,0.00004238539,0.0009883451,0.00003096601,0.2755261],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.796577,"threshold_uncertainty_score":0.9990298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04923849286189923,"score_gpt":0.3450450135767612,"score_spread":0.2958065207148619,"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."}}