{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"843870b52798","filters":{"venue":"Public Culture"}},"results":[{"id":"W2558017436","doi":"10.1215/08992363-3644409","title":"A History of the Participatory Map","year":2016,"lang":"en","type":"article","venue":"Public Culture","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Citizen journalism; Politics; Work (physics); New delhi; Geography; Sociology; Political science; History; Archaeology; Engineering; Law","authors":[{"name":"Jo Guldi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05043193523597326,"gpt":0.2619930318502049,"spread":0.2115610966142317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001663968,0.000048797,0.0000657112,0.00000844355,0.00008296948,0.00001082856,0.0003102174,0.00007715294,0.001074935],"category_scores_gemma":[0.0001778151,0.0000208926,0.00006264947,0.00007261385,0.0003527619,0.0002501279,0.00003931875,0.00005769471,0.00002859672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002551031,"about_ca_system_score_gemma":0.0002977235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000155597,"about_ca_topic_score_gemma":0.0004206113,"domain_scores_codex":[0.9992957,0.00007790819,0.00008654885,0.0000895265,0.0002630247,0.0001872742],"domain_scores_gemma":[0.9995943,0.0000116107,0.00008578166,0.0001710452,0.00007987321,0.00005740101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001949394,0.00001289223,0.01805383,0.000004805779,0.00000892115,2.741074e-7,0.02636409,2.85961e-8,0.002967362,0.0626208,0.8864842,0.003480812],"study_design_scores_gemma":[0.00008387148,0.000004479397,0.01184804,0.0000124639,0.000003536004,1.553795e-7,0.0005400223,6.99075e-8,0.0003026063,0.001839038,0.9853235,0.00004225049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3472454,0.003672404,0.00008164061,0.1220003,0.007768716,0.0005317364,0.00006309341,0.0001914836,0.5184451],"genre_scores_gemma":[0.8941497,0.00002902055,0.00001659498,0.0005659333,0.0002624393,0.000007386256,2.571553e-7,0.000003381688,0.1049653],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5469043,"threshold_uncertainty_score":0.9998382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017922246","doi":"10.1215/08992363-17-3-467","title":"Classifying Diabetes; or, Commensurating Bodies of Unequal Experience","year":2005,"lang":"en","type":"article","venue":"Public Culture","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sociology; Politics; Inequality; Work (physics); Social inequality; Gerontology; Anthropology; Gender studies; Community health; Library science; Public health; Political science; Medicine; Nursing; Engineering","authors":[{"name":"Melanie Rock","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2127223506198131,"gpt":0.4868050305114283,"spread":0.2740826798916152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008806119,0.000145307,0.0003064594,0.00006453667,0.001364462,0.0000284766,0.0002448116,0.0002643057,0.002412958],"category_scores_gemma":[0.001529861,0.0001012049,0.00004664672,0.0002236847,0.00009050449,0.0009561534,0.0001584099,0.0008923105,0.0002372101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001003236,"about_ca_system_score_gemma":0.0002542904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009862689,"about_ca_topic_score_gemma":0.001877283,"domain_scores_codex":[0.9977306,0.0005004289,0.000615434,0.0002226669,0.0002844619,0.0006464137],"domain_scores_gemma":[0.9979451,0.0007615181,0.0005232823,0.0002614755,0.0003288018,0.000179864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008662256,0.0004448505,0.4921697,0.00248101,0.00007118532,0.00000393239,0.2878352,0.00001007676,0.002109005,0.01429052,0.1762182,0.02427973],"study_design_scores_gemma":[0.0005698111,0.00007673918,0.01355895,0.0002947809,0.0000115001,7.145139e-7,0.04945423,0.0003274704,0.0001638951,0.00006520501,0.9353072,0.0001695282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.882183,0.001283049,0.0000859162,0.0430304,0.0007030993,0.0006494508,0.00003286125,0.0002268314,0.07180541],"genre_scores_gemma":[0.981671,0.0002003955,0.002504495,0.005829289,0.0006512959,0.0001119672,0.00001777753,0.00001480388,0.008998945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7590889,"threshold_uncertainty_score":0.9999356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407768666","doi":"10.1215/08992363-11593053","title":"Vanishing Mediators","year":2024,"lang":"en","type":"article","venue":"Public Culture","topic":"Nuclear Receptors and Signaling","field":"Neuroscience","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":"Political science; Sociology","authors":[{"name":"Taushif Kara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03596516164307978,"gpt":0.2663223906525375,"spread":0.2303572290094578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001119062,0.00008345544,0.00006822158,0.00004857107,0.0001257288,0.0007064969,0.0001939112,0.00006313786,0.001364213],"category_scores_gemma":[0.0003136483,0.00005876402,0.00006217029,0.0003785253,0.00003114339,0.0004442184,0.00005313653,0.0002366814,0.0006345139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002645666,"about_ca_system_score_gemma":0.00002680626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002831547,"about_ca_topic_score_gemma":0.000001598183,"domain_scores_codex":[0.9991704,0.00003372534,0.00008997277,0.0002699156,0.000223558,0.00021245],"domain_scores_gemma":[0.9997227,0.00004796615,0.00001349846,0.00009989966,0.00001355951,0.0001024206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000223135,0.00003296552,0.0001123205,0.00005356818,0.000008926383,0.00008150145,0.005528229,0.000003192609,0.5888982,0.1683621,0.2024925,0.0344243],"study_design_scores_gemma":[0.00003950201,0.00001017788,0.000007592605,0.00001588997,0.000003033865,0.00002223331,0.0001644313,0.0003991439,0.02824237,0.001443946,0.9695548,0.0000968065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6518011,0.003685306,0.001079713,0.02205342,0.0101335,0.0004545333,0.00005211485,0.003466662,0.3072737],"genre_scores_gemma":[0.9939554,0.00005261303,0.00009098744,0.0008942107,0.0004605507,0.000004415203,0.000002564156,0.00002057734,0.004518712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7670624,"threshold_uncertainty_score":0.9995487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399564235","doi":"10.1215/08992363-11121499","title":"Settler Shock: Colonial Fetishism and the Disavowal of Violence in Contemporary Canada","year":2024,"lang":"en","type":"article","venue":"Public Culture","topic":"Canadian Identity and History","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":"Fetishism; Colonialism; Shock (circulatory); Sociology; History; Aesthetics; Anthropology; Art; Archaeology; Medicine","authors":[{"name":"J. G. Weiss","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01405112063280772,"gpt":0.2299927261340662,"spread":0.2159416055012585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000339942,0.00004149958,0.00009281449,0.00006052899,0.0002444021,0.0002966447,0.0001474161,0.00005912082,0.0001650215],"category_scores_gemma":[0.0001440307,0.00003394266,0.0000252401,0.0002744139,0.0007041006,0.0001786522,0.00002315776,0.0001538512,0.000002156226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003602712,"about_ca_system_score_gemma":0.003149962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943102,"about_ca_topic_score_gemma":0.9998271,"domain_scores_codex":[0.9993511,0.00009387499,0.0001009218,0.0001108465,0.0002128617,0.0001303419],"domain_scores_gemma":[0.9997448,0.00006180983,0.0000220155,0.0000608625,0.00003112991,0.00007937716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001370272,0.000007953896,0.002516482,0.00004000012,0.00001694961,0.00003878278,0.04823187,2.584346e-7,0.000009041228,0.2498501,0.694025,0.005249811],"study_design_scores_gemma":[0.0001609163,0.000002981871,0.003476577,0.00004548165,0.000003238579,0.000001340552,0.00225777,0.000008614839,4.872438e-7,0.001192129,0.9928017,0.00004879175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4490999,0.05664148,0.000004619053,0.2925192,0.003247707,0.0008199863,0.0004583244,0.00008156079,0.1971272],"genre_scores_gemma":[0.9931521,0.0003951045,0.000002216765,0.0003642465,0.0001304498,0.000009716618,0.000005380301,0.000002850687,0.005937958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5440521,"threshold_uncertainty_score":0.5587897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}