{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"f48b87b64866","filters":{"venue":"Gender and politics"}},"results":[{"id":"W2810512603","doi":"10.1007/978-3-319-75850-3_5","title":"Uncovering the Gendered Effects of Voting Systems: A Few Thoughts About Representation of Women and of LGBT People","year":2018,"lang":"en","type":"book-chapter","venue":"Gender and politics","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Voting; Human sexuality; Representation (politics); Gender studies; Political science; Subject (documents); Politics; Sociology; Social psychology; Psychology; Computer science; Law; World Wide Web","authors":[{"name":"Manon Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03144109633047921,"gpt":0.2994418550706827,"spread":0.2680007587402035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004180114,0.0001621885,0.0004286173,0.00010315,0.0002029636,0.00003607493,0.0001254093,0.0002004093,0.00001345868],"category_scores_gemma":[0.0001438063,0.0001311922,0.0000769274,0.00005369096,0.000465766,0.0000565847,0.00008990064,0.0001039592,6.788533e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007303986,"about_ca_system_score_gemma":0.0001874186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002534394,"about_ca_topic_score_gemma":0.0001586573,"domain_scores_codex":[0.9984579,0.0001286177,0.0004467661,0.000222087,0.0004087559,0.0003358819],"domain_scores_gemma":[0.9984189,0.0005281843,0.0004696951,0.0002259255,0.0002338193,0.0001234523],"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":[0.000009426328,0.00001946876,0.00293965,0.003331196,0.0003090503,0.000002038282,0.2591951,0.000034035,0.000154013,0.7335218,0.0002142508,0.0002699531],"study_design_scores_gemma":[0.002686458,0.0006058481,0.04485055,0.001886437,0.001298527,0.00004987125,0.1929826,0.000573326,0.005317135,0.7230057,0.02524376,0.001499763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7021943,0.006102997,0.0005208615,0.00005725197,0.001179561,0.001324016,0.0001685698,0.00002772989,0.2884247],"genre_scores_gemma":[0.9792423,0.0009765413,0.00004448539,0.00001688896,0.0004967863,0.000007750753,0.000008844065,0.00002126565,0.01918513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.277048,"threshold_uncertainty_score":0.534986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394698168","doi":"10.1007/978-3-031-48328-8_5","title":"Trying to Turn Parliament into a Model Workplace: UK, Canada and New Zealand","year":2024,"lang":"en","type":"book-chapter","venue":"Gender and politics","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Parliament; Turn (biochemistry); Political science; Business; Law; Chemistry; Politics","authors":[{"name":"Marian Sawer","is_ca":false},{"name":"Maria Maley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03683283994701026,"gpt":0.2846076981478133,"spread":0.247774858200803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008569145,0.000175817,0.0001764738,0.00005384321,0.0002651204,0.0001513735,0.00008316328,0.0001400454,0.0001077788],"category_scores_gemma":[0.00000769291,0.0001593159,0.00002676084,0.00002396471,0.0000559018,0.00002387001,0.00009032523,0.000178493,0.000001884652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002198491,"about_ca_system_score_gemma":0.001254864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7080458,"about_ca_topic_score_gemma":0.8511394,"domain_scores_codex":[0.9989725,0.000007439618,0.0001537782,0.0002472524,0.0002846819,0.000334333],"domain_scores_gemma":[0.9992582,0.00003161709,0.00002970201,0.0001175667,0.00003362146,0.0005292632],"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":[0.000001435458,0.000001607504,0.00007512316,0.00001700516,0.00005279337,0.00000837965,0.01189468,0.00001647648,5.628492e-7,0.9152779,0.07165635,0.0009976714],"study_design_scores_gemma":[0.00007549285,0.00000883263,0.00006703031,0.0000520679,0.00006074223,7.503519e-7,0.000657688,0.00003083975,6.405236e-7,0.2196399,0.7792221,0.0001838941],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004818926,0.004123984,0.0001479291,0.006168193,0.0009783048,0.0004423743,0.0003999918,0.00004678384,0.9828735],"genre_scores_gemma":[0.04120611,0.0007525471,0.0002353687,0.003784551,0.000638268,0.000003236322,0.0000133018,0.00002577311,0.9533408],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7075657,"threshold_uncertainty_score":0.6496714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}