{"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":"21dfc1c41402","filters":{"venue":"The Open Family Studies Journal"}},"results":[{"id":"W2126881351","doi":"10.2174/1874922401406010056","title":"Meaning Making in Growing Up Without a Father: Narratives of Young Adolescent Boys","year":2014,"lang":"en","type":"article","venue":"The Open Family Studies Journal","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"African Population and Health Research Center; South Africa Netherlands research Programme on Alternatives in Development; National Research Foundation; International Development Research Centre","keywords":"Narrative; Mainstream; Psychology; Meaning (existential); Masculinity; Developmental psychology; Meaning-making; Narrative inquiry; Social psychology; Gender studies; Sociology; Psychoanalysis; Psychotherapist; Literature; Art; Political science","authors":[{"name":"Malose Langa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1219182581566551,"gpt":0.3937312998328466,"spread":0.2718130416761915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004641059,0.0009128981,0.0008642413,0.0008926372,0.006890131,0.004858047,0.00126036,0.001480347,0.001235205],"category_scores_gemma":[0.007821875,0.0008624833,0.0004245967,0.0006563556,0.008911216,0.004573291,0.005534333,0.003686142,0.0001808047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534529,"about_ca_system_score_gemma":0.001670506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00475065,"about_ca_topic_score_gemma":0.0103693,"domain_scores_codex":[0.9955807,0.003213997,0.0001634256,0.0002332664,0.0003813943,0.000427143],"domain_scores_gemma":[0.9940315,0.003797359,0.0007935761,0.0001283021,0.0002750525,0.0009741831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001549638,0.00001045629,0.002847119,0.00004438012,0.000004488744,0.00110185,0.9937185,0.00001468922,0.000377416,0.0007646075,0.00009472907,0.001006266],"study_design_scores_gemma":[0.000002343566,0.00003611425,0.002201322,0.00007967342,0.000008217355,0.001033113,0.9919302,0.00002721275,0.0002765291,0.000212493,0.004182842,0.000009928437],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944041,0.001046894,0.000771867,0.0009872202,0.00006252009,0.00002599828,0.0000304292,0.00000784347,0.002663211],"genre_scores_gemma":[0.9968321,0.001049957,0.0004963923,0.0001614322,0.00001932152,0.00002559402,0.00002317618,0.00001517851,0.001376917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006890131,"threshold_uncertainty_score":0.02454454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3038309217","doi":"10.2174/1874922402012010034","title":"Is Distribution a Problem in Iron-Folic Acid Consumption in India? An Exploration of District Level Household Survey","year":2020,"lang":"en","type":"article","venue":"The Open Family Studies Journal","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Ministry of Health and Family Welfare","keywords":"Attendance; Environmental health; Folic acid; Consumption (sociology); Distribution (mathematics); Medicine; Folic acid supplementation; Government (linguistics); Economic growth; Economics","authors":[{"name":"Shiva S. Halli","is_ca":true},{"name":"Rajeshwari A. Biradar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3775370215976359,"gpt":0.3833446901061233,"spread":0.005807668508487407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008887898,0.0001367498,0.0002016936,0.00119768,0.0006667264,0.0009982869,0.0006364662,0.000256183,0.001393072],"category_scores_gemma":[0.00284861,0.0002748343,0.0005110723,0.004069766,0.000785472,0.0004902037,0.001037211,0.0004929923,0.0001460584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009736152,"about_ca_system_score_gemma":0.001224398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06630287,"about_ca_topic_score_gemma":0.06865491,"domain_scores_codex":[0.9984687,0.0006813371,0.0001308469,0.0001394255,0.000251213,0.0003283811],"domain_scores_gemma":[0.9973794,0.0008178021,0.001163506,0.0001893979,0.0002609514,0.0001888721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001421146,0.00001796281,0.9946349,0.00004286896,0.00003238469,0.00008448071,0.002356703,0.00004620454,0.00005445674,0.0001309926,0.0001991841,0.002385758],"study_design_scores_gemma":[6.420853e-7,0.00001886486,0.9924037,0.00001549721,0.00001587608,0.00008419914,0.007043372,0.0001107002,0.00001713042,0.00003046288,0.0002566671,0.000002947641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976648,0.000205305,0.0001177184,0.0003623203,0.000004239785,0.00001365585,0.000516782,0.000004166886,0.001110893],"genre_scores_gemma":[0.9995137,0.000114261,0.00006685447,0.00003545447,0.000002762618,0.000005713806,0.0001684709,8.349169e-7,0.00009199751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06630287,"threshold_uncertainty_score":0.1318339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974333180","doi":"10.2174/1874922400801010023","title":"Rewards of Parenting a Child with a Fetal Alcohol Spectrum Disorder","year":2008,"lang":"en","type":"article","venue":"The Open Family Studies Journal","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Fetal Alcohol Spectrum Disorder; Fetal alcohol; Psychology; Alcohol; Spectrum (functional analysis); Developmental psychology; Chemistry; Pregnancy; Physics; Biology; Organic chemistry; Genetics","authors":[{"name":"Jason Brown","is_ca":true},{"name":"Susan Rodger","is_ca":true},{"name":"Natalie George","is_ca":true},{"name":"David St. Arnault","is_ca":true},{"name":"Jennifer Sintzel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05135455978342818,"gpt":0.3145875045878547,"spread":0.2632329448044265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001274219,0.0001481218,0.000240094,0.0003736882,0.001241159,0.000668987,0.0001614295,0.0002662437,0.000787946],"category_scores_gemma":[0.009051718,0.0001540466,0.0001953285,0.0002439642,0.0009802057,0.0004613716,0.0008643368,0.0005557591,0.00004014554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009353217,"about_ca_system_score_gemma":0.0006020823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002721167,"about_ca_topic_score_gemma":0.009162152,"domain_scores_codex":[0.9990754,0.0005695565,0.00004837339,0.00003164756,0.0001892443,0.00008572087],"domain_scores_gemma":[0.9936047,0.003045733,0.002364605,0.0001451951,0.0003048591,0.0005349475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004688456,0.0002554594,0.8340119,0.0002472599,0.0001237834,0.003772116,0.07893769,0.0003835064,0.002767001,0.002234512,0.001158,0.07563985],"study_design_scores_gemma":[0.00001641041,0.0004684844,0.9193451,0.0001326354,0.00004810208,0.005322082,0.06890929,0.0002342747,0.0005107172,0.001065825,0.003907478,0.00003952764],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997362,0.0006473882,0.0001101481,0.0003348084,0.00001032759,0.000005212706,0.00001770074,0.000002069169,0.001510447],"genre_scores_gemma":[0.9989195,0.0006329726,0.0002476897,0.00002968023,0.000007834504,0.000006348061,0.000009012592,8.976852e-7,0.0001460508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002721167,"threshold_uncertainty_score":0.006786227,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1822430003","doi":"10.2174/1874922401507010077","title":"Older Female Survivors of intimate Partner Violence in the Taiwanese Cultural Context","year":2015,"lang":"en","type":"article","venue":"The Open Family Studies Journal","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Ministry of Science and Technology, Taiwan; National Science Council","keywords":"Domestic violence; Psychology; Grounded theory; Premise; Coping (psychology); Population; Context (archaeology); Coding (social sciences); Developmental psychology; Social psychology; Poison control; Clinical psychology; Suicide prevention; Medicine; Qualitative research; Demography; Sociology; Geography; Medical emergency","authors":[{"name":"Chu-Li Julie Liu","is_ca":false},{"name":"Faye Mishna","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1741071563918504,"gpt":0.43223063580024,"spread":0.2581234794083896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005164061,0.0002241127,0.0002624755,0.0006287711,0.00274168,0.0007137484,0.0002335804,0.0003904148,0.001227828],"category_scores_gemma":[0.001385221,0.0001597508,0.0001798329,0.0006448058,0.0007685302,0.0007433582,0.00153478,0.0005747796,0.00008349198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007376258,"about_ca_system_score_gemma":0.001374566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121983,"about_ca_topic_score_gemma":0.02927206,"domain_scores_codex":[0.9997384,0.0001084449,0.00002473242,0.00002237424,0.00002662877,0.00007935324],"domain_scores_gemma":[0.9996,0.00008676345,0.0001207735,0.00001676892,0.00006154592,0.0001142215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007114565,0.0001618209,0.4834341,0.0002944223,0.00003614737,0.008389739,0.466662,0.00007747188,0.001740051,0.000482828,0.001579842,0.03707041],"study_design_scores_gemma":[0.000006332184,0.0002462442,0.1881675,0.0002239966,0.00003316416,0.002586594,0.8042244,0.00006463676,0.000169801,0.0002722233,0.00398949,0.00001571505],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988735,0.000303913,0.00002421942,0.0003032049,0.000007203976,0.000009528776,0.00001353848,8.542968e-7,0.0004640016],"genre_scores_gemma":[0.9983501,0.0009638265,0.00005703365,0.000208827,0.0000102538,0.00002339969,0.00002768513,7.526912e-7,0.0003581658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01121983,"threshold_uncertainty_score":0.02230906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}