{"id":"W4399601403","doi":"10.4000/11tfo","title":"Une force fragile : ambiguïtés des IA « féminines » contemporaines","year":2024,"lang":"fr","type":"article","venue":"Belphégor","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001975456,0.0002412723,0.000268615,0.00009640883,0.0008368796,0.0001740961,0.0002969801,0.0002936664,0.0008971037],"category_scores_gemma":[0.0008777543,0.0002451086,0.0001833632,0.0009987273,0.003145085,0.000505185,0.00003627851,0.0002644825,0.0005453665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001255286,"about_ca_system_score_gemma":0.0005809806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004781097,"about_ca_topic_score_gemma":0.0009787561,"domain_scores_codex":[0.9978696,0.0004467626,0.000392341,0.0004559656,0.0002906703,0.0005446298],"domain_scores_gemma":[0.9974203,0.001874945,0.00009028095,0.0001870952,0.0002411723,0.0001862752],"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":[0.000004235338,0.0001349103,0.003763171,0.0003336664,0.0001336755,0.00001152923,0.1438499,0.000008498017,0.0001449348,0.7526332,0.06003225,0.03895007],"study_design_scores_gemma":[0.0001759692,0.00009305253,0.00653791,0.0003886105,0.00009052613,0.00001108312,0.150197,0.0002059949,0.0000361265,0.1019696,0.7399371,0.0003570554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3630155,0.1050305,0.001390841,0.2590564,0.03004454,0.0006461925,0.0001568473,0.0005693152,0.2400899],"genre_scores_gemma":[0.7726711,0.001603946,0.002151743,0.0005530753,0.008078838,0.00007678838,0.00005579396,0.00003692254,0.2147718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6799048,"threshold_uncertainty_score":0.9995678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2226971612552356,"score_gpt":0.4676138495740371,"score_spread":0.2449166883188015,"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."}}