{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"ec064e848860","filters":{"venue":"Journal of Psychology & Human Sexuality"}},"results":[{"id":"W1567536543","doi":"10.1300/j056v17n03_05","title":"<i>DSM-IV-TR</i> and the Paraphilias","year":2006,"lang":"en","type":"article","venue":"Journal of Psychology & Human Sexuality","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":149,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Paraphilia; Psychopathology; Psychology; Equating; DSM-5; Perspective (graphical); Psychotherapist; Clinical psychology; Psychiatry; Developmental psychology; Sexual behavior","authors":[{"name":"Charles Moser","is_ca":false},{"name":"Peggy J. Kleinplatz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03952694564124088,"gpt":0.3418973126622893,"spread":0.3023703670210484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001576307,0.000138867,0.0003336273,0.00007783015,0.0006030758,0.00007318416,0.0002266422,0.00006556874,0.001049319],"category_scores_gemma":[0.000008025526,0.00008410565,0.000112065,0.00003001439,0.001005572,0.0001289073,0.00002066801,0.0004032762,0.00002338269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001266868,"about_ca_system_score_gemma":0.0000213556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000278667,"about_ca_topic_score_gemma":0.00106521,"domain_scores_codex":[0.9983007,0.000337563,0.000759487,0.0001519809,0.0002009056,0.0002493562],"domain_scores_gemma":[0.998948,0.0001176745,0.0005163081,0.0002337582,0.00008992227,0.00009430038],"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":[0.0007676805,0.0005349122,0.009566111,0.00007764919,0.00008905092,0.00001906796,0.01077082,4.602819e-7,0.00007952713,0.7422626,0.2327947,0.003037445],"study_design_scores_gemma":[0.005152177,0.0005239575,0.0476453,0.00002725226,0.00007820099,0.000212302,0.002156726,8.317226e-7,0.000006039734,0.2050713,0.7389479,0.0001779901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8853446,0.002977548,0.00002192741,0.00899945,0.002404607,0.0001506882,0.00001466096,0.00001511028,0.1000715],"genre_scores_gemma":[0.9865071,0.00006465358,0.00003999623,0.00733029,0.003245304,0.000003546893,0.000003495534,0.00001113046,0.002794517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5371913,"threshold_uncertainty_score":0.9998639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W15367838","doi":"10.1300/j056v13n03_05","title":"Circles of Support","year":2002,"lang":"en","type":"article","venue":"Journal of Psychology & Human Sexuality","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ministry of Community Safety and Correctional Services","funders":"","keywords":"Recidivism; Psychology; Restorative justice; Psychological intervention; Punitive damages; Warrant; Criminology; Criminal justice; Sentence; Economic Justice; Accountability; Sex offender; Social psychology; Psychiatry; Law; Political science","authors":[{"name":"Robin Wilson","is_ca":true},{"name":"Michelle Prinzo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1154817151705234,"gpt":0.4476940927560664,"spread":0.332212377585543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001317881,0.00006180687,0.0002658578,0.0001807631,0.0002433649,0.0000158886,0.0002771085,0.00009115298,0.004598429],"category_scores_gemma":[0.0001175495,0.00005889818,0.0001703961,0.0002645091,0.0003655593,0.0001377576,0.0000127696,0.0002017527,0.00003012093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003436269,"about_ca_system_score_gemma":0.00002954018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005107914,"about_ca_topic_score_gemma":0.001689424,"domain_scores_codex":[0.9985698,0.0002993423,0.0005530695,0.0001056668,0.0003060517,0.000166108],"domain_scores_gemma":[0.998819,0.00008050229,0.0005360817,0.0001759042,0.0002937666,0.00009477673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000153973,0.006591868,0.08365003,0.0001051545,0.0009969006,0.0002359639,0.2434157,0.00002239014,0.01824857,0.01584846,0.2254429,0.4052881],"study_design_scores_gemma":[0.002013433,0.002872523,0.2005519,0.00006292028,0.001866167,0.0002606761,0.4552744,0.000008030831,0.0003448758,0.01012806,0.3260266,0.0005903637],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720787,0.0001807716,0.0003291265,0.001252142,0.0005335609,0.00002684975,0.000001986856,0.000007905758,0.02558897],"genre_scores_gemma":[0.9980414,0.0001684235,0.0001189693,0.0003054841,0.0004580775,4.980733e-7,3.502997e-7,0.000004024364,0.0009027957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4046977,"threshold_uncertainty_score":0.9963115,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1546828248","doi":"10.1300/j056v18n02_07","title":"Function and Phylogeny","year":2007,"lang":"en","type":"article","venue":"Journal of Psychology & Human Sexuality","topic":"Primate Behavior and Ecology","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Phylogenetic tree; Psychology; Phenomenon; Evolutionary biology; Focus (optics); Human sexuality; Function (biology); Value (mathematics); Epistemology; Biology; Sociology; Genetics; Philosophy","authors":[{"name":"Paul L. Vasey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07056869071430179,"gpt":0.4389233749638977,"spread":0.3683546842495959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002904169,0.0001568869,0.0003786646,0.0002616578,0.0001440186,0.00001308912,0.0002198375,0.0003190938,0.002173248],"category_scores_gemma":[0.0000271852,0.0001425447,0.00009301314,0.0001196142,0.0002721776,0.0001030576,0.00003860207,0.0005324506,0.00009225665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000427331,"about_ca_system_score_gemma":0.00001437031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001726724,"about_ca_topic_score_gemma":0.00005333966,"domain_scores_codex":[0.998125,0.0002387498,0.0008172574,0.0002652773,0.0001425481,0.0004111921],"domain_scores_gemma":[0.9987077,0.0001067407,0.0005443999,0.0003334083,0.0001291755,0.0001785364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001524504,0.001920502,0.7267639,0.00001881354,0.0003723189,0.000454693,0.002633135,2.395579e-7,0.1615293,0.02081178,0.03341387,0.05055692],"study_design_scores_gemma":[0.001716611,0.001143754,0.9762412,0.000002881929,0.0000913094,0.0009589826,0.0005401075,3.221178e-8,0.00006722556,0.008819789,0.01029396,0.0001241155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741021,0.0004785771,0.002164919,0.0002775398,0.003258195,0.00007882503,0.000003087516,0.00002444045,0.01961225],"genre_scores_gemma":[0.9969995,0.000008293808,0.0001853298,0.001648234,0.0006459091,0.000001794829,0.000002284852,0.00001696736,0.0004917128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2494773,"threshold_uncertainty_score":0.9987389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1500348887","doi":"10.4324/9781315785592-12","title":"Mental Health Implications of Same-Sex Marriage: Influences of Sexual Orientation and Relationship Status in Canada and the United States","year":2004,"lang":"en","type":"article","venue":"Journal of Psychology & Human Sexuality","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sexual orientation; Mental health; Psychology; Homosexuality; Clinical psychology; Psychiatry; Demography; Social psychology","authors":[{"name":"Robin M. Mathy","is_ca":false},{"name":"Shelly K. Kerr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06291155521979502,"gpt":0.4431405741402474,"spread":0.3802290189204524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001629696,0.0001100563,0.0003709081,0.0002802568,0.0001860975,0.00001055822,0.0001532554,0.0000749647,0.00003853],"category_scores_gemma":[0.00009688233,0.00008782453,0.00002030805,0.0003302184,0.0005532943,0.0001116913,0.000024198,0.0003589581,4.548896e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002175546,"about_ca_system_score_gemma":0.0006990759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8792885,"about_ca_topic_score_gemma":0.7539119,"domain_scores_codex":[0.9973825,0.0008545226,0.001149427,0.0001817652,0.0001818806,0.0002499593],"domain_scores_gemma":[0.9979381,0.0003608353,0.001166516,0.0002580239,0.0001398035,0.0001367496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002056422,0.0001616758,0.9683753,0.0001202834,0.00005931453,0.00000165112,0.0175696,0.00003276883,0.00007254936,0.0106412,0.001656534,0.001103505],"study_design_scores_gemma":[0.003647335,0.0003318781,0.9663645,0.00001118996,0.00003017768,0.00005686836,0.005874403,5.552487e-7,0.000001729183,0.0234348,0.0001865585,0.00005999278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875674,0.0007672052,0.00003530434,0.01080181,0.0002784174,0.0002313327,0.000114749,0.000003005219,0.0002007608],"genre_scores_gemma":[0.9979231,0.0003307383,0.0001022266,0.001477576,0.00005910575,0.000004692281,0.00003284344,0.000007567335,0.00006216753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1253767,"threshold_uncertainty_score":0.3581381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965323830","doi":"10.1300/j056v17n03_10","title":"What Is Sexual Pain? A Critique of<i>DSM</i>'s Classification of Dyspareunia and Vaginismus","year":2006,"lang":"en","type":"article","venue":"Journal of Psychology & Human Sexuality","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital; University of Ottawa; McGill University","funders":"","keywords":"Vaginismus; Psychology; Psychotherapist; Sexual dysfunction; Clinical psychology; Psychiatry","authors":[{"name":"Kimberly A. Payne","is_ca":true},{"name":"Elke D. Reissing","is_ca":true},{"name":"Marie-Andrée Lahaie","is_ca":true},{"name":"Yitzchak M. Binik","is_ca":true},{"name":"Rhonda Amsel","is_ca":true},{"name":"Samir Khalifé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06424260816201624,"gpt":0.4055609071475439,"spread":0.3413182989855277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001833395,0.0001690096,0.0006692101,0.0002642097,0.00008820916,0.00001660137,0.00008788581,0.0001803678,0.0002145811],"category_scores_gemma":[0.0001198015,0.0001420219,0.00006779125,0.0001994074,0.000427156,0.0002282905,0.00002547428,0.0003387787,0.00000322607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003117105,"about_ca_system_score_gemma":0.00005275042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006131946,"about_ca_topic_score_gemma":0.00002573252,"domain_scores_codex":[0.9977097,0.0003544313,0.001157938,0.0002510682,0.0003577446,0.0001691002],"domain_scores_gemma":[0.9977042,0.0002070511,0.0008824043,0.0003365208,0.0007668326,0.0001029961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001899397,0.003057461,0.3692456,0.000554798,0.0008124523,0.00005857275,0.005698415,0.000002256296,0.4373046,0.004410043,0.1566402,0.02031622],"study_design_scores_gemma":[0.003215746,0.004039166,0.9486055,0.00009310603,0.000259153,0.0003849026,0.007494933,0.000005423238,0.001166522,0.002424543,0.03216061,0.0001504181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876444,0.001923437,0.002263583,0.005513832,0.000910149,0.0001437886,0.000008653918,0.00001786011,0.001574317],"genre_scores_gemma":[0.994517,0.0001992976,0.0003694532,0.003334478,0.0004289325,0.000003580154,0.000008532824,0.00001512827,0.001123553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5793599,"threshold_uncertainty_score":0.5791485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}