{"id":"W4406958549","doi":"10.22151/politikon.12025.4","title":"#LGBTpropaganda #GenderTheory #Wokism","year":2025,"lang":"en","type":"article","venue":"Politikon IAPSS Journal of Political Science","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Montréal","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.003842392,0.0002288803,0.0003857136,0.0005964522,0.001093966,0.0004163568,0.001323588,0.0001557949,0.0002510011],"category_scores_gemma":[0.004920391,0.0001854084,0.0002371403,0.0008134433,0.006437951,0.001007257,0.0001484358,0.0004393988,0.00004701884],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003810915,"about_ca_system_score_gemma":0.008602282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005690064,"about_ca_topic_score_gemma":0.0004676202,"domain_scores_codex":[0.9945872,0.0004164092,0.0008834282,0.0003554297,0.001601572,0.002155911],"domain_scores_gemma":[0.9958344,0.0004896114,0.0002903148,0.0003303442,0.001537383,0.001518002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001145986,0.00008024606,0.003619547,0.00001406124,0.00001780331,0.00001272409,0.003626115,0.000003780168,0.001061624,0.9892903,0.001725329,0.0005370376],"study_design_scores_gemma":[0.001875501,0.0002372576,0.1984402,0.000327838,0.0001923731,0.0001668638,0.06277084,0.0001383413,0.02698544,0.4871704,0.2206994,0.0009955243],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5927827,0.0003305459,0.001862971,0.04846092,0.003321611,0.0003701915,0.00003414241,0.00009776168,0.3527392],"genre_scores_gemma":[0.9793498,0.00003295072,0.0006104301,0.01006024,0.0008349266,0.00000287326,7.787062e-7,0.00001083364,0.009097163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5021198,"threshold_uncertainty_score":0.997018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09285629344892517,"score_gpt":0.4492504309842403,"score_spread":0.3563941375353152,"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."}}