{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"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":"854d37e03a55","filters":{"venue":"Dignity A Journal of Analysis of Exploitation and Violence"}},"results":[{"id":"W2782369738","doi":"10.23860/dignity.2018.03.01.07","title":"Sexual Violence on Campus: No Evidence that Studies Are Biased Due to Self-Selection","year":2018,"lang":"en","type":"article","venue":"Dignity A Journal of Analysis of Exploitation and Violence","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychology; Selection (genetic algorithm); Sexual assault; Quarter (Canadian coin); Selection bias; Sexual violence; Sample (material); Clinical psychology; Social psychology; Medical education; Human factors and ergonomics; Medicine; Poison control; Criminology; Medical emergency; Geography; Computer science","authors":[{"name":"Marina N. Rosenthal","is_ca":false},{"name":"Jennifer J. Freyd","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1119535908309872,"gpt":0.3989978694800497,"spread":0.2870442786490626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001499482,0.0001400096,0.0005106609,0.0006991863,0.0005467,0.00006761667,0.0001978208,0.00006096366,0.00003669602],"category_scores_gemma":[0.004055559,0.0001171432,0.0001094347,0.001836308,0.0002833357,0.0006161543,0.00003509855,0.0001178576,0.00001242518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008448057,"about_ca_system_score_gemma":0.00009247963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002594371,"about_ca_topic_score_gemma":0.001180421,"domain_scores_codex":[0.9980059,0.0003588754,0.0004812451,0.0002277841,0.0007378745,0.0001883085],"domain_scores_gemma":[0.9946675,0.0009754507,0.0009802872,0.0001035236,0.00312417,0.0001490768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001922924,0.001206503,0.6663787,0.0002040333,0.008092426,0.00002359295,0.2197274,0.003178461,0.003045355,0.002127888,0.002678,0.09141474],"study_design_scores_gemma":[0.001235919,0.005895795,0.3614723,0.004877471,0.004102102,0.000006427787,0.6101535,0.003153014,0.004982953,0.001968199,0.001218331,0.0009339391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993368,0.0007400943,0.004859599,0.000532391,0.0002225912,0.0001247462,0.00000526108,0.00002418885,0.0001231282],"genre_scores_gemma":[0.9941189,0.004235493,0.0009392737,0.0004565556,0.0002083056,0.000005638959,8.682105e-7,0.000005102484,0.00002984596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3904261,"threshold_uncertainty_score":0.4855176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2612238408","doi":"10.23860/dignity.2017.02.02.06","title":"Book Review: Pimp State: Sex, Money, and Equality by Kat Banyard","year":2017,"lang":"en","type":"article","venue":"Dignity A Journal of Analysis of Exploitation and Violence","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fantasy; Sex work; State (computer science); Sex workers; Mythology; Sociology; Work (physics); Gender studies; Criminology; Engineering; Demography; Medicine; Research methodology; History; Population; Art","authors":[{"name":"Christopher Adam Bagley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02831948030739183,"gpt":0.3517284945285973,"spread":0.3234090142212055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001800803,0.00007566653,0.0004271562,0.0001083293,0.0003772202,0.0001043749,0.0002051261,0.00004136848,0.0001189498],"category_scores_gemma":[0.001088685,0.00006715655,0.0001381126,0.0000953339,0.0004595428,0.0009241919,0.00003816534,0.0001076057,0.000001059825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002295368,"about_ca_system_score_gemma":0.00007027083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007415868,"about_ca_topic_score_gemma":0.0001220525,"domain_scores_codex":[0.9987912,0.0002268133,0.0004646202,0.0001168061,0.0002507486,0.0001497915],"domain_scores_gemma":[0.9983934,0.0002526872,0.0007390206,0.000143043,0.0002420526,0.000229769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005188838,0.001709964,0.1861394,0.00205454,0.008202268,0.00005308978,0.04431726,0.00006120721,0.002563584,0.06329357,0.1372899,0.5537963],"study_design_scores_gemma":[0.004099357,0.001280954,0.2271433,0.006809815,0.01084552,0.00001241273,0.02834193,0.002008237,0.003408744,0.07746577,0.6366792,0.001904753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8488075,0.1306904,0.005062946,0.009471776,0.0001153357,0.0002445336,0.0001014523,0.00001277402,0.005493356],"genre_scores_gemma":[0.8296757,0.1676254,0.00007728615,0.002332873,0.00002171746,0.000001384766,0.000002390418,0.000002123673,0.0002611352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5518915,"threshold_uncertainty_score":0.2901311,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2593220303","doi":"10.23860/dignity.2017.02.01.08","title":"Adolescent Girls Offered Alternatives to Commercial Sexual Exploitation: A Case Study from the Philipines","year":2017,"lang":"en","type":"article","venue":"Dignity A Journal of Analysis of Exploitation and Violence","topic":"Sex work and related issues","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"University of Southampton","keywords":"Poverty; Revenue; Work (physics); Socioeconomics; Psychology; Rural area; Sex work; Economic growth; Demographic economics; Geography; Demography; Business; Sociology; Economics; Political science; Medicine; Human immunodeficiency virus (HIV); Engineering","authors":[{"name":"Christopher Bagley","is_ca":true},{"name":"Susan Madrid","is_ca":true},{"name":"Padam Simkhada","is_ca":true},{"name":"Kathleen King","is_ca":true},{"name":"Loretta Young","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08964528159677246,"gpt":0.3977896098380006,"spread":0.3081443282412282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001112889,0.0001096217,0.0003784248,0.0002247771,0.001061909,0.0002884289,0.0004514128,0.00004693787,0.0000447272],"category_scores_gemma":[0.001205389,0.00007633596,0.0001320747,0.0003717936,0.0002887907,0.0005004213,0.00006073327,0.0001621833,0.000001701031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002629902,"about_ca_system_score_gemma":0.00006339063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006108997,"about_ca_topic_score_gemma":0.00385124,"domain_scores_codex":[0.9982249,0.0004788909,0.0004891373,0.000157344,0.0005209761,0.0001287617],"domain_scores_gemma":[0.9976065,0.0005203116,0.0007938824,0.0002353835,0.0006987565,0.0001451503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002084373,0.0006662972,0.5050985,0.000005939108,0.001899516,0.0001441328,0.419075,0.0003691788,0.0001767847,0.00015527,0.0001486904,0.07205217],"study_design_scores_gemma":[0.000572369,0.0002864782,0.489604,0.0001530275,0.001154894,0.000004128369,0.5074577,0.0001431531,0.0000673549,0.0003386864,0.0001054676,0.0001127809],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965276,0.0004382749,0.0006818557,0.001893308,0.0001798735,0.0001894873,0.000008405303,0.000005761282,0.00007544259],"genre_scores_gemma":[0.9988759,0.0005795557,0.0001428618,0.0001427291,0.0002274456,0.000003917466,0.000001917452,0.000004470833,0.00002118296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08838264,"threshold_uncertainty_score":0.9235017,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3048452592","doi":"10.23860/dignity.2020.05.01.08","title":"On Exiting from Commercial Sexual Exploitation: Insights from Sex Trade Experienced Persons","year":2020,"lang":"en","type":"article","venue":"Dignity A Journal of Analysis of Exploitation and Violence","topic":"Sex work and related issues","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Washington University in St. Louis","keywords":"Maslow's hierarchy of needs; Agency (philosophy); Service provider; Hierarchy; Population; Psychology; Business; Service (business); Social psychology; Marketing; Sociology; Political science; Demography; Social science","authors":[{"name":"Andrea Heinz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05182390457336628,"gpt":0.3235804835983385,"spread":0.2717565790249722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002343965,0.0001255373,0.0004475579,0.0002514582,0.0003544234,0.0000901925,0.0002282075,0.000104147,0.0001764741],"category_scores_gemma":[0.0006863067,0.0001111325,0.0001742337,0.0009109945,0.0002409764,0.000489189,0.00001730531,0.0002351282,0.00000258162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002910202,"about_ca_system_score_gemma":0.00007586402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000724084,"about_ca_topic_score_gemma":0.0001346114,"domain_scores_codex":[0.9981462,0.0003767876,0.0005328707,0.0002059058,0.0006033237,0.0001348604],"domain_scores_gemma":[0.9980354,0.000914673,0.000560474,0.00008147312,0.0001664122,0.0002415724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002111696,0.0001700755,0.007673069,0.000005237893,0.0009866373,0.00001607501,0.9679745,0.0009219619,0.003208013,0.001071045,0.0001668054,0.01759536],"study_design_scores_gemma":[0.0007432351,0.0003942977,0.02439296,0.0002066876,0.000964371,2.096871e-7,0.9653354,0.002631149,0.00193799,0.002897771,0.0002648601,0.0002311287],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951238,0.0008462094,0.001906274,0.001488292,0.00008918034,0.00005988718,0.00001355616,0.00001565553,0.0004571325],"genre_scores_gemma":[0.9979609,0.0006222288,0.000586522,0.0005780946,0.0002174261,0.000001894734,0.00002046543,0.000006193921,0.000006290448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01736423,"threshold_uncertainty_score":0.4531853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2905267717","doi":"10.23860/dignity.2018.03.03.10","title":"Exited Prostitution Survivor Policy Platform","year":2018,"lang":"en","type":"article","venue":"Dignity A Journal of Analysis of Exploitation and Violence","topic":"Sex work and related issues","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"","keywords":"Criminal justice; Economic Justice; Vocational education; Order (exchange); Political science; Public relations; Business; Criminology; Psychology; Law; Finance","authors":[{"name":"Marian Hatcher","is_ca":false},{"name":"Allison Franklin","is_ca":false},{"name":"Beth Jacobs","is_ca":true},{"name":"Kathi Hardy","is_ca":false},{"name":"Nikki Bell","is_ca":false},{"name":"Rebekah Charleston","is_ca":false},{"name":"Vednita Carter","is_ca":false},{"name":"Alisa L. Bernard","is_ca":false},{"name":"Audrey Morrissey","is_ca":false},{"name":"Cherie Jimenez","is_ca":false},{"name":"Marlene Carson","is_ca":false},{"name":"Rebecca Bender","is_ca":false},{"name":"Shamere McKenzie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0353930242725074,"gpt":0.3570525835807659,"spread":0.3216595593082585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009288566,0.00006034182,0.0002352851,0.0007190458,0.0002657549,0.00004715674,0.0001221906,0.00007151852,0.00006246943],"category_scores_gemma":[0.0008066587,0.00004882511,0.0001213512,0.001735365,0.0004536765,0.0004505457,0.0000118342,0.00008708961,0.000003215264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003501981,"about_ca_system_score_gemma":0.0001490154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078273,"about_ca_topic_score_gemma":0.0003120962,"domain_scores_codex":[0.998998,0.0001040436,0.0003575272,0.0000797653,0.0003424833,0.0001181253],"domain_scores_gemma":[0.998401,0.0001384755,0.0004346432,0.00006365281,0.0008593806,0.0001027729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009061063,0.0009596653,0.1811744,0.00007470215,0.005351871,0.00001790347,0.4964891,0.0007265994,0.007746807,0.1197328,0.0004047542,0.1864153],"study_design_scores_gemma":[0.003427996,0.002791229,0.4040219,0.002277203,0.007229489,0.00001498464,0.4673227,0.005785089,0.0174777,0.07618141,0.01230521,0.001165007],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948025,0.0004124717,0.001938752,0.0003624309,0.0000864728,0.00004905712,0.000001627305,0.000007968229,0.002338746],"genre_scores_gemma":[0.9967583,0.002658221,0.000289463,0.00006320921,0.0001689046,5.219657e-7,0.000002961972,0.000002216319,0.00005620969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2228476,"threshold_uncertainty_score":0.2043999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112298553","doi":"10.23860/dignity.2020.05.03.09","title":"Seeing the Shadow Women: The Hidden Victims of Prostitution","year":2020,"lang":"en","type":"article","venue":"Dignity A Journal of Analysis of Exploitation and Violence","topic":"Sex work and related issues","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dignity; Harm; Sex work; Shadow (psychology); Mistake; Criminology; Gender studies; Human sexuality; Sex workers; Sociology; Psychology; Political science; Social psychology; Law; Psychoanalysis; Medicine","authors":[{"name":"Donna M. Hughes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02819710273754926,"gpt":0.3007013598743397,"spread":0.2725042571367904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001069911,0.00005028964,0.0002043543,0.0001045359,0.0002647139,0.00003898238,0.0002072815,0.00003838479,0.00004193854],"category_scores_gemma":[0.000643808,0.00002754814,0.0001242006,0.001095396,0.0003258398,0.0002300322,0.00001766046,0.0001336706,7.922872e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001785569,"about_ca_system_score_gemma":0.0000728966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001321604,"about_ca_topic_score_gemma":0.00001940014,"domain_scores_codex":[0.998908,0.0002315368,0.0003412266,0.00006445506,0.0003665814,0.00008823237],"domain_scores_gemma":[0.9987051,0.0002806059,0.0005156712,0.00006037103,0.0003719929,0.00006621273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002034533,0.0001299922,0.03588864,0.00003880758,0.001918228,0.00000380527,0.9110627,0.003395923,0.002666849,0.007282273,0.0001411537,0.03726818],"study_design_scores_gemma":[0.0005235113,0.0004354247,0.04244164,0.0003666243,0.001854697,0.000001703786,0.9399605,0.00418069,0.001851577,0.006233375,0.001980129,0.000170142],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929872,0.001397578,0.0009430911,0.00407537,0.0000402593,0.00006850562,0.000001144949,0.000003853193,0.0004829797],"genre_scores_gemma":[0.9965442,0.003051996,0.00008227833,0.0002557979,0.0000527881,0.000001254944,7.272365e-7,0.000001676001,0.000009232398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03709804,"threshold_uncertainty_score":0.2035992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995759083","doi":"10.23860/dignity.2019.04.04.02","title":"The Myth of the Gray Area in Rape: Fabricating Ambiguity and Deniability","year":2019,"lang":"en","type":"article","venue":"Dignity A Journal of Analysis of Exploitation and Violence","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"McMaster University; DePaul University","keywords":"Excuse; Ambiguity; Psychology; Criminology; Social psychology; Sexual violence; Negotiation; Masculinity; Context (archaeology); Mythology; Sociology; Gender studies; Political science; Law; Social science; History","authors":[{"name":"Maddie Brookbank","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02553742511063374,"gpt":0.31829416474263,"spread":0.2927567396319963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001816442,0.00004862357,0.0002330801,0.0001163527,0.0002064108,0.00002874764,0.0001482284,0.00002625579,0.000006444338],"category_scores_gemma":[0.0012187,0.00002809348,0.00008649429,0.0009142993,0.0002922713,0.0001912688,0.00003335655,0.00008583698,1.095311e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001756686,"about_ca_system_score_gemma":0.00004800401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003646097,"about_ca_topic_score_gemma":0.0005973619,"domain_scores_codex":[0.9988322,0.0003038638,0.0003935807,0.00007566682,0.0003180151,0.00007670786],"domain_scores_gemma":[0.9980472,0.0007847967,0.000576483,0.00008830972,0.0004726462,0.00003060795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003077925,0.00005070862,0.9723995,0.00001083632,0.0001647646,7.429013e-8,0.01667462,0.0004554195,0.0003175079,0.001055434,0.00001132743,0.008829017],"study_design_scores_gemma":[0.0002703613,0.00005315623,0.9093959,0.00008858493,0.0002350798,2.195952e-7,0.08544545,0.001615117,0.0002132898,0.002494185,0.0001312601,0.00005743153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979015,0.0004774354,0.0004018167,0.000835938,0.00003839947,0.00007277633,0.000002073847,0.000001393745,0.0002686964],"genre_scores_gemma":[0.9982928,0.001535094,0.00008062381,0.0000681353,0.000007240755,9.854798e-7,2.661392e-7,0.00000115122,0.00001372273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06877083,"threshold_uncertainty_score":0.1587566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2917794109","doi":"10.23860/dignity.2019.04.01.07","title":"\"All the Flowers May Die, But the Thistles Will Live\": Sex Trafficking Through the Eyes of a Police Officer-Researcher","year":2019,"lang":"en","type":"article","venue":"Dignity A Journal of Analysis of Exploitation and Violence","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"University of South Florida","keywords":"Officer; Law enforcement; Politics; Criminology; Psychology; Political science; Public relations; Sociology; Law","authors":[{"name":"Robert Chrismas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04297947018696288,"gpt":0.3527393938508966,"spread":0.3097599236639338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002264935,0.00009632129,0.0003032638,0.0001468159,0.0003883508,0.0000860514,0.0005618822,0.00007331163,0.0001127018],"category_scores_gemma":[0.0004274688,0.00004479423,0.0002871393,0.0008025243,0.0007439404,0.0003733353,0.00004021026,0.0003079973,0.000002796699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002457808,"about_ca_system_score_gemma":0.0001054494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005524748,"about_ca_topic_score_gemma":0.0007940604,"domain_scores_codex":[0.9978408,0.0006964922,0.0004432001,0.0001130098,0.0007251521,0.0001813903],"domain_scores_gemma":[0.996903,0.001732268,0.0005957711,0.0001904339,0.0005259619,0.0000525841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001377975,0.0002056341,0.01662107,0.00003023418,0.002704173,0.000001832178,0.9570859,0.006514018,0.0009745535,0.003551896,0.0002488098,0.01192405],"study_design_scores_gemma":[0.000303669,0.0001585209,0.02113605,0.0002921967,0.001226693,0.000001175424,0.9692272,0.001417019,0.0004526028,0.001576259,0.004083558,0.0001250857],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912667,0.002870692,0.0001514019,0.003561936,0.00007200655,0.0001342501,0.000003330055,0.000005091477,0.001934577],"genre_scores_gemma":[0.9902849,0.009131267,0.00006430765,0.0002270876,0.00005575429,0.000001462342,0.000001298117,0.000004887751,0.0002290662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01214123,"threshold_uncertainty_score":0.8351803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3199310912","doi":"10.23860/dignity.2021.06.05.02","title":"Stories of Survival. Book Review: Stripped, 2nd Edition: Inside the Lives of Exotic Dancers by Bernadette Barton","year":2021,"lang":"en","type":"article","venue":"Dignity A Journal of Analysis of Exploitation and Violence","topic":"Diversity and Impact of Dance","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Art; History; Art history","authors":[{"name":"TK Logan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04245148266609817,"gpt":0.3189853451934429,"spread":0.2765338625273447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006208242,0.00009921393,0.0005729193,0.0001740704,0.00006346612,0.00001314133,0.0001988071,0.00003862657,0.0005515649],"category_scores_gemma":[0.0004929426,0.00008002591,0.0002659765,0.0006703004,0.0002529618,0.0004491704,0.00003098794,0.0001483985,9.759531e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001744454,"about_ca_system_score_gemma":0.00007068836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008679616,"about_ca_topic_score_gemma":0.00003262471,"domain_scores_codex":[0.9984191,0.0003132814,0.0006326566,0.0001204719,0.0004115787,0.0001029221],"domain_scores_gemma":[0.9972821,0.0004464925,0.001184668,0.0002029209,0.0008148335,0.00006899251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00399,0.007072991,0.2424115,0.006669316,0.04910551,0.0003555333,0.1564983,0.00214856,0.06075103,0.009024551,0.3626268,0.09934591],"study_design_scores_gemma":[0.007043741,0.004381821,0.5152788,0.01960511,0.0283241,0.0001454648,0.3335295,0.0002393194,0.05977553,0.003106142,0.02721009,0.001360411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.84615,0.1493418,0.001694103,0.001120857,0.0003155177,0.00009885351,0.0001626334,0.000003447211,0.001112809],"genre_scores_gemma":[0.9237179,0.07539384,0.00009156931,0.0006070618,0.00003394426,9.351601e-7,0.0000172166,0.0000036819,0.000133904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3354167,"threshold_uncertainty_score":0.6039249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7077521030","doi":"10.23860/dignity.2025.10.03.09","title":"Resonant Disruptions: Understanding Canadian Nurses' Practice with Youth Survivors of Sexual Exploitation","year":2025,"lang":"en","type":"article","venue":"Dignity A Journal of Analysis of Exploitation and Violence","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","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":"Nursing practice; Hermeneutics; Health care; Human sexuality; Reproductive health; Public health; Element (criminal law); Qualitative research; Sexual behavior","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03895419034285318,"gpt":0.2896903524506138,"spread":0.2507361621077606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009075892,0.00009481913,0.0002954513,0.0007982473,0.0001188315,0.00005323665,0.0002597597,0.00004607162,0.000005043377],"category_scores_gemma":[0.0009316417,0.00007929172,0.00006611398,0.001699381,0.0001059876,0.0008024277,0.00002651297,0.000118734,1.325074e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006752355,"about_ca_system_score_gemma":0.0002659989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004002551,"about_ca_topic_score_gemma":0.004994707,"domain_scores_codex":[0.9987782,0.0001464954,0.0004866,0.0001653501,0.0002918417,0.0001315726],"domain_scores_gemma":[0.9976294,0.0004685671,0.0006845997,0.0001829667,0.0009297351,0.0001047151],"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":[0.001218706,0.00162605,0.1813558,0.0009923864,0.01013604,0.0001370816,0.1941182,0.066651,0.009183968,0.4631434,0.0001992463,0.07123807],"study_design_scores_gemma":[0.001976705,0.001471416,0.06396229,0.002361414,0.005565258,0.00004272322,0.8262838,0.06522048,0.003983281,0.02813715,0.0003343319,0.0006611194],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4648226,0.0003113058,0.5316638,0.001433416,0.00007103656,0.00007507926,0.00001204705,0.00000724784,0.0016035],"genre_scores_gemma":[0.9955209,0.0002077266,0.004149239,0.00007732469,0.000005709904,0.000001286513,0.000006384235,0.000001153332,0.00003020247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6321656,"threshold_uncertainty_score":0.6050686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3195959606","doi":"10.23860/dignity.2021.06.04.01","title":"Introduction: Dignity's Special Issue on the Chab Dai Coalition's Butterfly Longitudinal Research Project","year":2021,"lang":"en","type":"article","venue":"Dignity A Journal of Analysis of Exploitation and Violence","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Dignity; Butterfly; Stigma (botany); Longitudinal study; Criminology; Psychology; Political science; Medicine; Ecology; Psychiatry; Law; Biology","authors":[{"name":"Leslie M. Tutty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0942031525887729,"gpt":0.4005833379240767,"spread":0.3063801853353039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003287209,0.00009203485,0.0003135767,0.0005681041,0.0008106402,0.0001789513,0.000193132,0.00008355299,0.0008744393],"category_scores_gemma":[0.002069386,0.0000660638,0.0001964699,0.002599347,0.000531066,0.0003479806,0.00003534016,0.0004285341,0.00001220382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006134834,"about_ca_system_score_gemma":0.0002753826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002410829,"about_ca_topic_score_gemma":0.0001730345,"domain_scores_codex":[0.9969498,0.001201363,0.0004424944,0.000199773,0.001003234,0.0002033439],"domain_scores_gemma":[0.996567,0.0008536638,0.0003415646,0.0001683804,0.001980773,0.00008862911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001978877,0.004111357,0.07061295,0.0001879017,0.01113997,0.0004286368,0.4994368,0.00225618,0.002707435,0.1269036,0.1761823,0.104054],"study_design_scores_gemma":[0.001027946,0.001024178,0.05295615,0.0008864962,0.002175973,0.00003006486,0.7418208,0.0002703762,0.006696073,0.01541087,0.1772296,0.0004714705],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746678,0.0008748524,0.0002377135,0.01826487,0.0004204023,0.000133901,0.00000555835,0.000008210458,0.005386652],"genre_scores_gemma":[0.9894359,0.005713297,0.0001154065,0.0001130773,0.003970514,0.000003317976,0.000009286723,0.000004664873,0.0006345186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2423839,"threshold_uncertainty_score":0.9574497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}