{"id":"W3160161103","doi":"10.14428/rcompro.vi12.61583","title":"Genre et Communication : quels enjeux pour les pratiques professionnelles en communication ?","year":2021,"lang":"fr","type":"article","venue":"Revue Communication & professionnalisation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Art","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01531363,0.0005919929,0.0007110556,0.0002581011,0.004567216,0.0003203471,0.002103798,0.001318682,0.001945745],"category_scores_gemma":[0.007200398,0.0006866083,0.0003286705,0.001338989,0.001890889,0.002191223,0.0008409808,0.002168843,0.0002347759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008804456,"about_ca_system_score_gemma":0.002704177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105752,"about_ca_topic_score_gemma":0.002753614,"domain_scores_codex":[0.9522557,0.043843,0.001739769,0.000778712,0.0007079424,0.0006749145],"domain_scores_gemma":[0.9815599,0.009935217,0.00188973,0.00333421,0.002999123,0.0002818268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001895616,0.0009884342,0.007169435,0.0004880053,0.0001467842,0.000001013763,0.2019459,0.00008371583,0.0007938073,0.7511523,0.01589385,0.0213178],"study_design_scores_gemma":[0.001181195,0.00006357866,0.04331367,0.01002476,0.0003093566,0.00003710007,0.6072589,0.001061977,0.0006527021,0.1556096,0.1793189,0.001168288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1260917,0.1315741,0.004259791,0.6902419,0.002609215,0.002083599,0.0000859419,0.0005014414,0.04255226],"genre_scores_gemma":[0.7408892,0.1462381,0.06555381,0.001787558,0.001208304,0.0006946725,0.003866165,0.0001086072,0.03965362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6884544,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3321621075574924,"score_gpt":0.5079107215963181,"score_spread":0.1757486140388257,"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."}}