{"id":"W2404444821","doi":"10.4000/communiquer.1805","title":"Genres, sexualités et médias : enjeux politiques, identitaires et disciplinaires dans l’université francophone","year":2015,"lang":"fr","type":"article","venue":"Communiquer Revue de communication sociale et publique","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; French; Queer; Sociology; Art; Gender studies","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01956732,0.0004724999,0.0006396872,0.0002881894,0.001848123,0.0004744189,0.003027081,0.0009390489,0.0001769503],"category_scores_gemma":[0.003823049,0.0006216558,0.0003085446,0.00127501,0.003316489,0.002373996,0.001275606,0.002099321,0.00005069469],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001669921,"about_ca_system_score_gemma":0.006047285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06059827,"about_ca_topic_score_gemma":0.05823457,"domain_scores_codex":[0.97264,0.02465889,0.0008783479,0.0004743842,0.0005184768,0.0008299266],"domain_scores_gemma":[0.9902843,0.004453563,0.0008037856,0.002005386,0.001886579,0.0005663646],"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":[0.000009174492,0.00040654,0.006946254,0.000059668,0.0001025324,0.000002085325,0.3245778,0.00003307313,0.00002416269,0.6413773,0.02360947,0.0028519],"study_design_scores_gemma":[0.0005798415,0.00007784923,0.04878822,0.0003717679,0.00005844351,0.00002122728,0.4081424,0.00005674829,0.000019066,0.1447332,0.3965546,0.0005967295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1417433,0.02435896,0.003293367,0.6227064,0.002125772,0.0008445084,0.0001953197,0.000458483,0.204274],"genre_scores_gemma":[0.9148241,0.03454459,0.01498694,0.009864339,0.001250839,0.0002458908,0.001616742,0.0001181612,0.02254835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7730808,"threshold_uncertainty_score":0.9996235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3699921372434186,"score_gpt":0.4935139939683398,"score_spread":0.1235218567249212,"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."}}