{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":21,"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":"d6367d98262e","filters":{"venue":"Journal of Family Studies"}},"results":[{"id":"W1908882644","doi":"10.1080/13229400.2015.1049955","title":"Is family structure a cue for stereotyping? A systematic review of stereotypes and parenthood","year":2015,"lang":"en","type":"review","venue":"Journal of Family Studies","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":55,"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":"Psychology; Inclusion (mineral); Social psychology; Developmental psychology; Publishing; Project commissioning; Sociology","authors":[{"name":"Sophie-Claire Valiquette-Tessier","is_ca":true},{"name":"Marie-Pier Vandette","is_ca":true},{"name":"Julie Gosselin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2266959246182698,"gpt":0.4590247839499521,"spread":0.2323288593316823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00306124,0.0003957425,0.004715521,0.0002984258,0.0002760664,0.00005699088,0.0004685019,0.0002740588,0.000001488355],"category_scores_gemma":[0.001981442,0.0002442807,0.0007857933,0.000415078,0.0003027023,0.0001595852,0.000111626,0.0004127757,0.000001601946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234191,"about_ca_system_score_gemma":0.0008808412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000143533,"about_ca_topic_score_gemma":0.00003140703,"domain_scores_codex":[0.9958435,0.0007351455,0.002154116,0.0002309442,0.0007577544,0.0002785959],"domain_scores_gemma":[0.9932027,0.001076544,0.003506125,0.0002545455,0.001812852,0.0001471662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000005765489,0.00002521102,0.00001419546,0.9693928,0.001967176,0.000003973638,0.003763291,1.621314e-7,8.774244e-8,0.0006360784,0.007319527,0.01687171],"study_design_scores_gemma":[0.0002049732,0.0001468062,0.000009664156,0.6771889,0.00618182,0.00001724368,0.008675477,0.000001482309,9.887334e-9,0.0009606268,0.3063842,0.0002288167],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003999772,0.9963764,0.00002964494,0.0001688003,0.0009143563,0.00197987,0.0002203711,0.000007820898,0.0002627273],"genre_scores_gemma":[0.00004597431,0.9983506,0.0007333386,0.0002634089,0.0002474102,0.00003823188,0.000005147188,0.00003206615,0.0002837941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2990647,"threshold_uncertainty_score":0.9961479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322100945","doi":"10.1080/13229400.2023.2181849","title":"Fathers stepping up? A cross-national comparison of fathers’ domestic labour and parents’ satisfaction with the division of domestic labour during the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Universiteit Utrecht; Economic and Social Research Council; University of Kent; Universiteit van Tilburg; University of Birmingham","keywords":"Division of labour; Pandemic; Publishing; Coronavirus disease 2019 (COVID-19); Project commissioning; Labour economics; 2019-20 coronavirus outbreak; Domestic work; Division (mathematics); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economics; Demographic economics; Political science; Sociology; Economic growth; Medicine; Market economy; Wage; Virology; Law","authors":[{"name":"Richard J. Petts","is_ca":false},{"name":"Stéfanie André","is_ca":false},{"name":"Daniel L. Carlson","is_ca":false},{"name":"Heejung Chung","is_ca":false},{"name":"Melissa A. Milkie","is_ca":true},{"name":"Chantal Remery","is_ca":false},{"name":"Casey Scheibling","is_ca":true},{"name":"Kevin Shafer","is_ca":false},{"name":"Mara A. Yerkes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1281312835572307,"gpt":0.4306570651016681,"spread":0.3025257815444374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002432624,0.0001648648,0.0004815974,0.00016613,0.0008432005,0.00006187823,0.0002981625,0.00006716103,0.000004434654],"category_scores_gemma":[0.001617807,0.0000908681,0.00008722428,0.0006367345,0.001020422,0.0002307604,0.0001092376,0.0003067215,0.000001493859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002773103,"about_ca_system_score_gemma":0.0002588539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007070337,"about_ca_topic_score_gemma":0.002290957,"domain_scores_codex":[0.9974778,0.0003709733,0.000555397,0.0001633363,0.001157435,0.0002750902],"domain_scores_gemma":[0.9956895,0.002451753,0.001003218,0.0001212828,0.0006513334,0.00008293055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009926353,0.00002478804,0.9291776,0.0001351749,0.0003083304,0.000004360902,0.06414688,0.00451364,0.0006659272,0.0002085055,0.000213485,0.0005020083],"study_design_scores_gemma":[0.0008057121,0.0001131828,0.812727,0.0002081741,0.00004668706,0.000009146734,0.1850137,0.00001375114,0.000004889298,0.0007059326,0.0002689757,0.00008292373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990328,0.007671382,0.00008036874,0.001246195,0.0003580433,0.0002188411,0.00001796102,0.00002908281,0.00005009861],"genre_scores_gemma":[0.9916165,0.007924691,0.00003810626,0.00009436096,0.0001373746,0.0000094373,3.314377e-7,0.00001307836,0.0001661059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1208668,"threshold_uncertainty_score":0.6485302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010044697","doi":"10.5172/jfs.327.13.1.26","title":"Sexual abuse allegations and parental separation: Smokescreen or fire?","year":2007,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Queen's University","funders":"","keywords":"Distrust; Context (archaeology); False accusation; Neglect; Sexual abuse; Criminology; Child sexual abuse; Child abuse; Psychology; Law; Poison control; Social psychology; Suicide prevention; Political science; Psychiatry; Medicine; History","authors":[{"name":"Nicholas M. C. Bala","is_ca":true},{"name":"Mindy F. Mitnick","is_ca":false},{"name":"Nico Trocmé","is_ca":true},{"name":"Claire Houston","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1170233525050989,"gpt":0.4142528535578268,"spread":0.2972295010527279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003588946,0.0001139354,0.0002516736,0.00008833304,0.0001572917,0.00002019061,0.00008105361,0.00004943574,0.00006343339],"category_scores_gemma":[0.00003751974,0.00007860036,0.0000518041,0.0001184082,0.00010262,0.0001481119,0.00002067591,0.0001725411,0.00002214375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002689858,"about_ca_system_score_gemma":0.00001852655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001937611,"about_ca_topic_score_gemma":0.0002497745,"domain_scores_codex":[0.9990662,0.00003391544,0.0004331425,0.0001134694,0.0001810648,0.000172208],"domain_scores_gemma":[0.99917,0.0002902417,0.0002088317,0.0001015755,0.0001550589,0.00007425813],"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":[0.003088604,0.001280923,0.326173,0.00006564902,0.007133025,0.002298568,0.1849756,0.0000292502,0.0006610939,0.002417843,0.3598983,0.1119783],"study_design_scores_gemma":[0.00193695,0.0007729444,0.8893647,0.00004748504,0.0001405174,0.0004382758,0.07537788,0.000002461322,0.00002925581,0.00008668192,0.03166072,0.0001421214],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983803,0.01131101,0.00008699499,0.0003834822,0.0006894077,0.00007715045,0.000006241775,0.00001259773,0.00363012],"genre_scores_gemma":[0.9959078,0.00103146,0.0003679468,0.0005027564,0.000658904,0.000001652986,0.000001077619,0.000009211964,0.001519132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5631917,"threshold_uncertainty_score":0.320523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2888069867","doi":"10.1080/13229400.2018.1511451","title":"Balancing paid work and child care in a slum of Nairobi, Kenya: the case for centre-based child care","year":2018,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Department for International Development, UK Government; Comic Relief; International Development Research Centre; McGill University; Styrelsen för Internationellt Utvecklingssamarbete; Bill and Melinda Gates Foundation; William and Flora Hewlett Foundation; Wellcome; Rockefeller Foundation","keywords":"Slum; Work (physics); Child care; Welfare; Project commissioning; Care work; Economic growth; Nursing; Sociology; Publishing; Medicine; Political science; Environmental health; Economics; Population","authors":[{"name":"Shelley Clark","is_ca":true},{"name":"Midanna De Almada","is_ca":true},{"name":"Caroline W. Kabiru","is_ca":false},{"name":"Stella Muthuri","is_ca":false},{"name":"Milka Wanjohi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01942412945767732,"gpt":0.2981099095834783,"spread":0.278685780125801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004732666,0.0001122172,0.0002856629,0.00008204146,0.001047818,0.00003037169,0.0001591482,0.00004418349,0.000002880803],"category_scores_gemma":[0.0003324856,0.00007473983,0.0001098748,0.0002434002,0.0003491925,0.0001033325,0.00002294874,0.0001426804,2.608466e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473257,"about_ca_system_score_gemma":0.0001932634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004267956,"about_ca_topic_score_gemma":0.01822335,"domain_scores_codex":[0.9989725,0.0001341561,0.0003341032,0.0001166405,0.0002132379,0.0002293957],"domain_scores_gemma":[0.9986168,0.0002488029,0.0003016056,0.0001034002,0.0006683822,0.00006100112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001790896,0.0001071983,0.2826585,0.0002551447,0.0002159919,0.00004266736,0.7007359,0.00002528083,0.000004266672,0.000545377,0.008518732,0.006711801],"study_design_scores_gemma":[0.001000359,0.0001879995,0.1550586,0.0007230879,0.00009031822,0.00001591161,0.7900668,0.000001594193,0.00004147395,0.0001085305,0.05257834,0.0001269481],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9197481,0.06902596,0.000007583521,0.007045939,0.0008475413,0.0002622297,0.00002374367,0.000006284667,0.003032562],"genre_scores_gemma":[0.9969627,0.001630604,0.0001167976,0.0004613302,0.0007882957,0.000003552251,9.701164e-7,0.000007756043,0.00002799495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1275999,"threshold_uncertainty_score":0.9996915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792765501","doi":"10.1080/13229400.2018.1426033","title":"Reviewing pronatalism: a summary and critical analysis of prior research examining attitudes towards women without children","year":2018,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Project commissioning; Psychology; Sociology; Publishing; Social psychology; Data collection; Social science; Developmental psychology; Political science; Law","authors":[{"name":"Jessica McCutcheon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2920160496948265,"gpt":0.4998595944978232,"spread":0.2078435448029967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007246095,0.00009649038,0.0005946785,0.0005513709,0.0008052033,0.00006343289,0.0002265443,0.00007287118,0.00000591993],"category_scores_gemma":[0.003900666,0.0000706006,0.00009659355,0.001123941,0.001810006,0.0002536285,0.0001621032,0.0003112365,8.273787e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647052,"about_ca_system_score_gemma":0.0002303439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001840733,"about_ca_topic_score_gemma":0.0002267735,"domain_scores_codex":[0.9975855,0.0005396152,0.0005436421,0.0001585885,0.0008488671,0.0003238408],"domain_scores_gemma":[0.9971763,0.0008160863,0.0002268886,0.0001157708,0.001544683,0.0001202017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005549143,0.0001103999,0.8990133,0.0001237235,0.00357042,0.00001034571,0.0800556,0.000007010057,0.0002508746,0.003494822,0.0008754703,0.01243255],"study_design_scores_gemma":[0.0001952343,0.0003148353,0.9566854,0.0004483621,0.0004521431,0.000002672345,0.04022006,0.00004232379,0.000003698453,0.0007321268,0.000804627,0.00009847967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732268,0.02404144,0.00004255729,0.0006971553,0.0001681991,0.0001271364,0.000006557061,0.000006105198,0.001684088],"genre_scores_gemma":[0.981434,0.01625885,0.001777585,0.00006496538,0.0002873648,0.000004780388,4.465504e-7,0.000007017193,0.0001649356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05767215,"threshold_uncertainty_score":0.6669043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2513524423","doi":"10.1080/13229400.2016.1212727","title":"Generative fathering: a framework for enriching understandings of fathers raising children who have disability diagnoses","year":2016,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Family and Disability Support Research","field":"Psychology","cited_by":27,"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":"Generative grammar; Reciprocity (cultural anthropology); Medical diagnosis; Variety (cybernetics); Psychology; Relation (database); Project commissioning; Developmental psychology; Sociology; Publishing; Social psychology; Medicine; Computer science; Political science","authors":[{"name":"Jennifer Mitchell","is_ca":true},{"name":"Bonnie Lashewicz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1975120757715705,"gpt":0.446873374950328,"spread":0.2493612991787575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001496412,0.0002392774,0.0007719944,0.0001140572,0.000213906,0.00002793901,0.0003138611,0.0001379445,0.00004877221],"category_scores_gemma":[0.002817347,0.0001447525,0.0004092847,0.0001551689,0.001176435,0.0002407615,0.0001082448,0.0002779788,0.000002943972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002687019,"about_ca_system_score_gemma":0.00006051662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005510694,"about_ca_topic_score_gemma":0.00002481516,"domain_scores_codex":[0.9977243,0.0002506287,0.0008467115,0.0003103822,0.0004276622,0.0004403113],"domain_scores_gemma":[0.9937498,0.004847993,0.0005575536,0.0003143748,0.0004131553,0.0001171191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001097891,0.0007277665,0.9104891,0.0001128185,0.002581071,0.00001165008,0.03479584,0.00001514253,0.00416396,0.01280091,0.00687456,0.02632924],"study_design_scores_gemma":[0.00328817,0.00206629,0.697157,0.0009746175,0.0002210727,0.00002866596,0.1617639,0.000003629084,0.002628542,0.1308084,0.0006080843,0.0004515913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949068,0.005221603,0.04180859,0.002488111,0.0004724506,0.0004041582,0.00005166329,0.00001331512,0.0004721117],"genre_scores_gemma":[0.9960427,0.0005244318,0.00268069,0.0002123143,0.0003517589,0.00002542926,5.252542e-7,0.00002651159,0.0001356128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2133321,"threshold_uncertainty_score":0.5902833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2770848627","doi":"10.1080/13229400.2017.1402805","title":"Transnational familial strategies, social reproduction, and migration: Chinese immigrant women professionals in Canada","year":2017,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Project commissioning; Reproduction; Publishing; Sociology; Gender studies; Social reproduction; Political science; Social science; Social capital; Biology; Law; Ecology","authors":[{"name":"Guida Man","is_ca":true},{"name":"Elena Chou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04763762419513635,"gpt":0.3514975431054835,"spread":0.3038599189103472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00146958,0.0001065462,0.0003192852,0.00007653842,0.001435931,0.00009704046,0.000197299,0.00004863989,0.00001604875],"category_scores_gemma":[0.0003940866,0.0000844799,0.00004579143,0.00008159142,0.0002542295,0.0008387475,0.00002380511,0.0001791824,2.324402e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005178591,"about_ca_system_score_gemma":0.002404932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3290283,"about_ca_topic_score_gemma":0.9824769,"domain_scores_codex":[0.9985922,0.000133956,0.0004918919,0.0001531035,0.0004213373,0.0002074992],"domain_scores_gemma":[0.9987882,0.0001033191,0.0004897921,0.00009138124,0.000459813,0.00006750469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001994291,0.0001521219,0.4219714,0.00007586018,0.0003221072,0.00003201077,0.538857,0.00006303863,0.0002213631,0.01327545,0.0217489,0.003081397],"study_design_scores_gemma":[0.0003954708,0.00002378875,0.7305546,0.00001323058,0.000007556231,0.000002158178,0.2598292,0.00000446839,0.000003509554,0.00440512,0.004676566,0.00008431909],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689683,0.001468988,0.000006883784,0.02773011,0.001129227,0.0001131184,0.000007934195,0.000003341972,0.000572037],"genre_scores_gemma":[0.9972489,0.00103975,0.00005622569,0.0001583408,0.001131582,0.00001094018,8.275288e-7,0.000004238877,0.0003491871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6534486,"threshold_uncertainty_score":0.999864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954926477","doi":"10.1080/13229400.2019.1635038","title":"Producing the patchwork: the hidden work of mothers in organizing child care","year":2019,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; University of Alberta","funders":"Muttart Foundation; Alberta Centre for Child, Family and Community Research","keywords":"Flexibility (engineering); Child care; Context (archaeology); Project commissioning; Work (physics); Care work; Procurement; Public relations; Sociology; Nursing; Psychology; Business; Publishing; Medicine; Political science; Marketing; Management; Engineering; Economics; Geography; Law","authors":[{"name":"Rhonda Breitkreuz","is_ca":true},{"name":"Kerryn Colen","is_ca":true},{"name":"Rebecca M. Horne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04234478743479092,"gpt":0.3142352689734783,"spread":0.2718904815386874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001855608,0.000121084,0.0003700646,0.0000729823,0.0003282134,0.00003211512,0.0005900447,0.0000532332,0.000009023173],"category_scores_gemma":[0.0005641114,0.00006268938,0.0001062832,0.0006262009,0.0003269057,0.0001467148,0.0001082995,0.0004161734,0.000006728329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814638,"about_ca_system_score_gemma":0.0001186274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001827775,"about_ca_topic_score_gemma":0.0007779353,"domain_scores_codex":[0.9982885,0.0003018923,0.0004225009,0.0001328607,0.0005732153,0.0002811029],"domain_scores_gemma":[0.9982689,0.0006059228,0.0004882374,0.0002313774,0.0003784033,0.00002716336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002592157,0.00002082361,0.5154471,0.00002871891,0.0001462283,0.000003592698,0.4785564,0.0001202086,0.00006946606,0.00006938517,0.001951108,0.003560986],"study_design_scores_gemma":[0.0001635198,0.0000342394,0.453673,0.0004794145,0.00001999491,0.000001160846,0.5437197,8.534841e-8,0.00002176627,0.0001584678,0.001671664,0.00005701121],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244123,0.06330305,7.494382e-7,0.005200328,0.0008767613,0.000250188,6.415862e-7,0.000009087285,0.0059469],"genre_scores_gemma":[0.9897828,0.009198663,0.00009148725,0.0001856016,0.0005431401,0.00000284552,4.716054e-8,0.00001401655,0.0001814241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06537049,"threshold_uncertainty_score":0.2556399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981002469","doi":"10.1080/13229400.2019.1679660","title":"Grandparenting with media: patterns of mediating grandchildren’s media use","year":2019,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Grandparent; Mediation; Psychology; Context (archaeology); Developmental psychology; Media use; Social psychology; Sociology; Social science; Geography","authors":[{"name":"Galit Nimrod","is_ca":false},{"name":"Dafna Lemish","is_ca":false},{"name":"Nelly Elias","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03853835475818185,"gpt":0.3028277031567018,"spread":0.2642893483985199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032996,0.000126965,0.0004403543,0.0001548212,0.0002102782,0.00005016749,0.0002130374,0.00005116946,0.00001005722],"category_scores_gemma":[0.0008758291,0.00008963725,0.0001435095,0.0001654146,0.0001234971,0.0003853446,0.00005058798,0.000190715,0.000001602515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007992359,"about_ca_system_score_gemma":0.0001399901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000319158,"about_ca_topic_score_gemma":0.002460783,"domain_scores_codex":[0.9980555,0.0001327982,0.0005480266,0.0001174053,0.0009164461,0.000229873],"domain_scores_gemma":[0.9971114,0.001052743,0.000670029,0.00008661418,0.001007318,0.00007192037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008102239,0.00005729416,0.9116792,0.00004764765,0.0005360031,0.00002208191,0.07874341,0.0005802574,0.0009850315,0.005583618,0.0005205497,0.001163849],"study_design_scores_gemma":[0.002258016,0.0003372062,0.7592576,0.001369085,0.0002511378,0.00001397274,0.2337592,0.0001717938,0.0002237676,0.0008949469,0.001031923,0.000431349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956869,0.001574681,0.0001828747,0.0002532995,0.001636216,0.00008759284,0.00002112192,0.00000738951,0.0005498941],"genre_scores_gemma":[0.9962355,0.002356459,0.0006233572,0.0001209877,0.0005866939,0.000001554321,0.000003252382,0.00001199182,0.00006020425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1550158,"threshold_uncertainty_score":0.3655301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3007429169","doi":"10.1080/13229400.2020.1729838","title":"‘Working Out Dads’ to promote men’s mental and physical health in early fatherhood: A mixed-methods evaluation","year":2020,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Child and Family Research Institute","keywords":"Mental health; Psychology; Psychological intervention; Vitality; Social support; Project commissioning; Developmental psychology; Distress; Anxiety; Qualitative research; Clinical psychology; Publishing; Social psychology; Psychiatry; Sociology","authors":[{"name":"Rebecca Giallo","is_ca":false},{"name":"Le Ann Williams","is_ca":false},{"name":"Monique Seymour","is_ca":false},{"name":"Chris Jillard","is_ca":false},{"name":"Ryan Peace","is_ca":false},{"name":"Jacquie O’Brien","is_ca":false},{"name":"Kirsty Evans","is_ca":false},{"name":"Stephanie Brown","is_ca":false},{"name":"Catherine Wood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1426762849529139,"gpt":0.4625050247925657,"spread":0.3198287398396518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001204527,0.0001309249,0.0005525763,0.00008770161,0.00008207887,0.00001297403,0.00005511398,0.00002480886,0.000001437491],"category_scores_gemma":[0.0001610057,0.00009798952,0.00005868655,0.0001084669,0.0000280119,0.00007534903,0.00007225804,0.0002571318,0.000004052411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002100013,"about_ca_system_score_gemma":0.00008689637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001496329,"about_ca_topic_score_gemma":0.000007239767,"domain_scores_codex":[0.9985154,0.0002542085,0.0004934245,0.0001542671,0.0003649515,0.0002177408],"domain_scores_gemma":[0.9992685,0.00007442104,0.0002530636,0.00006275109,0.00009463886,0.0002466627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003675462,0.0007151878,0.08509773,0.003598379,0.0006954015,0.0001451843,0.4093841,0.00002699387,0.01001802,0.00005834237,0.003535694,0.4830495],"study_design_scores_gemma":[0.008183324,0.01308638,0.9214572,0.01886733,0.000288319,0.0001565062,0.02469022,0.001280808,0.005433712,0.0008082683,0.005368524,0.0003794641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686554,0.01250581,0.00007836339,0.01752006,0.0005443953,0.0005524601,0.000002228998,0.000008239114,0.0001330424],"genre_scores_gemma":[0.9903681,0.001293558,0.00493172,0.003014265,0.0003360687,0.00001427844,5.410784e-7,0.00001257198,0.00002894721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8363594,"threshold_uncertainty_score":0.3995897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1955858847","doi":"10.1080/13229400.2015.1023173","title":"What can qualitative research contribute to work and family policy?","year":2015,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Work (physics); Qualitative research; Project commissioning; Sociology; Publishing; Public relations; Political science; Social science; Engineering; Law","authors":[{"name":"Michelle Brady","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3641107380323521,"gpt":0.5346888692997629,"spread":0.1705781312674108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01180487,0.0001728214,0.0006112801,0.0004580459,0.0005281723,0.000246409,0.0004135001,0.0001020746,0.000001077552],"category_scores_gemma":[0.007695099,0.0001379599,0.00008028025,0.001185788,0.001006634,0.0004385288,0.0002384244,0.0004882645,0.00001458512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007997437,"about_ca_system_score_gemma":0.0008551542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006713869,"about_ca_topic_score_gemma":0.001748168,"domain_scores_codex":[0.9952704,0.001689519,0.0005056464,0.0002242357,0.001618088,0.000692133],"domain_scores_gemma":[0.993333,0.002294129,0.0002615292,0.0001587292,0.003383273,0.000569339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002155258,0.00005633662,0.009152191,0.00001373521,0.0003116583,0.00004073259,0.8379178,0.00001468879,0.00007173898,0.002837697,0.1459155,0.003452379],"study_design_scores_gemma":[0.0006010112,0.0003847909,0.04631047,0.0003680683,0.00001796492,0.0000018678,0.8888911,5.829622e-8,0.00000716147,0.00945977,0.05380904,0.0001486923],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8670985,0.08024788,0.000009749296,0.04774555,0.001324827,0.0002499493,0.00000706506,0.00002126955,0.003295171],"genre_scores_gemma":[0.9540598,0.04100347,0.0004901917,0.001243012,0.001549367,0.00001429211,2.18043e-7,0.0000174267,0.001622163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09210648,"threshold_uncertainty_score":0.9212308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406406070","doi":"10.1080/13229400.2025.2450605","title":"Self or children? Navigating intensive mothering ideology and maternal agency for rural-to-urban migrant working mothers in China","year":2025,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Ideology; Agency (philosophy); Mainstream; China; Negotiation; Sociology; Gender studies; Working class; Perspective (graphical); Norm (philosophy); Political science; Social science; Politics; Law","authors":[{"name":"Yixuan Wang","is_ca":false},{"name":"Hong‐Ming Cheng","is_ca":true},{"name":"Junxia Yang","is_ca":false},{"name":"Yue Hu","is_ca":false},{"name":"Xiaoguang Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03400053529020413,"gpt":0.3461584964393061,"spread":0.312157961149102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009812885,0.0001739461,0.000535729,0.0001863812,0.0003086514,0.00004854713,0.0002659368,0.00007846938,0.000001899456],"category_scores_gemma":[0.0007940332,0.0001333659,0.00009098199,0.0003356939,0.0001910464,0.000134986,0.0001055051,0.0002920407,6.127539e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002113827,"about_ca_system_score_gemma":0.00008940281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003348555,"about_ca_topic_score_gemma":0.0009912,"domain_scores_codex":[0.9985586,0.0001331578,0.0005229276,0.0001731552,0.0002126112,0.0003995953],"domain_scores_gemma":[0.9988246,0.0004418211,0.000316849,0.00008141498,0.0002688401,0.00006645077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001430583,0.00002717221,0.8046592,0.00005672317,0.0003905412,0.00001841011,0.1816787,0.00005523351,0.0004249995,0.0001155836,0.0006944274,0.01173586],"study_design_scores_gemma":[0.0007669837,0.0001446227,0.8653744,0.001808738,0.00004546555,0.000008518362,0.1297681,0.0000103979,0.00002309675,0.001385011,0.0005247942,0.0001397898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790628,0.01680556,0.0001326097,0.00250537,0.0008060426,0.0003544833,0.000001975125,0.00002676474,0.000304425],"genre_scores_gemma":[0.987395,0.008021691,0.003529308,0.0006215015,0.0002550577,0.00001595559,1.012672e-7,0.0000154043,0.0001459484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06071519,"threshold_uncertainty_score":0.5438506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078718453","doi":"10.5172/jfs.327.13.2.133","title":"Redefining marriage or deconstructing society: A Canadian case study","year":2007,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Charter; Sociology; Legalization; Existentialism; Law; Economic Justice; Gender studies; Political science; Criminology","authors":[{"name":"Katherine K. Young","is_ca":true},{"name":"Paul Nathanson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1606581886553454,"gpt":0.4251483087690542,"spread":0.2644901201137088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004794065,0.00011554,0.0003909108,0.000138295,0.001631285,0.0001058575,0.0001607999,0.00006551007,0.00001149759],"category_scores_gemma":[0.001304007,0.00008432162,0.0001253877,0.0004525659,0.000199454,0.0003011962,0.00003617318,0.0002482207,0.000002582494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003930815,"about_ca_system_score_gemma":0.001173093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3896939,"about_ca_topic_score_gemma":0.8486859,"domain_scores_codex":[0.9982695,0.0001060818,0.0006281068,0.0001204043,0.0004426303,0.0004332946],"domain_scores_gemma":[0.9980729,0.0005226313,0.000451563,0.00006666245,0.000618017,0.0002682763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008906021,0.0001271628,0.2409692,0.00007401894,0.001461102,0.03267447,0.6611908,0.000007267034,0.00006602513,0.000781336,0.0161846,0.04637499],"study_design_scores_gemma":[0.0004100793,0.0002112268,0.002696761,0.0001005985,0.00007429128,0.000774389,0.975893,5.091212e-7,0.000004109697,0.0001830211,0.01953232,0.0001197449],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97814,0.0045033,0.00002345842,0.0004375549,0.001342443,0.0001582051,0.000001559617,0.00001443981,0.01537906],"genre_scores_gemma":[0.9971468,0.0003506575,0.0006371076,0.0003277293,0.001282484,0.000001311822,2.536189e-8,0.000009391765,0.0002445331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.458992,"threshold_uncertainty_score":0.9996685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389489114","doi":"10.1080/13229400.2023.2283493","title":"African single mothers and their children in Canada: transnational experiences and sources of support","year":2023,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Migration and Labor Dynamics","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":"Humber Polytechnic; University of Winnipeg; University of Saskatchewan; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Government (linguistics); Settlement (finance); Qualitative research; Subsidy; Population; Work (physics); Single mothers; Sociology; Public relations; Political science; Gender studies; Economic growth; Psychology; Social science; Developmental psychology","authors":[{"name":"Mary Olukotun","is_ca":true},{"name":"Alleson Mason","is_ca":true},{"name":"Christa Fouche","is_ca":false},{"name":"Solina Richter","is_ca":true},{"name":"Lindiwe Sibeko","is_ca":false},{"name":"Sheri Adekola","is_ca":true},{"name":"Bukola Salami","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03554914084166053,"gpt":0.2840574615870807,"spread":0.2485083207454202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003502782,0.00004574571,0.0001552532,0.00008884646,0.00009188859,0.00001076428,0.0000590602,0.00001371268,0.000005586288],"category_scores_gemma":[0.00006709908,0.00003257785,0.00001703396,0.0002158749,0.0002102627,0.00008127767,0.000009493739,0.00004212982,2.329342e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006029499,"about_ca_system_score_gemma":0.00031259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03764775,"about_ca_topic_score_gemma":0.7771484,"domain_scores_codex":[0.9994082,0.00004777405,0.0001997417,0.00004902657,0.0002065021,0.00008868628],"domain_scores_gemma":[0.9996006,0.0001353107,0.0001219012,0.00001715368,0.00008891236,0.00003608254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001465495,0.00002043757,0.2129145,0.000007857096,0.00009118556,0.000004684022,0.7808353,0.0001000432,0.0001851923,0.001591847,0.001008877,0.003225471],"study_design_scores_gemma":[0.0001262977,0.00004132066,0.286604,0.00000851004,0.000004015563,0.000001472712,0.7120493,0.00003025871,0.00002346179,0.0002104878,0.0008656695,0.00003521163],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957089,0.00102023,0.000003264351,0.002844845,0.00007000633,0.00003706773,0.000007844473,0.000002533925,0.0003052895],"genre_scores_gemma":[0.9984275,0.00136392,0.00002646011,0.00009105289,0.00002451424,0.000001197967,2.457624e-7,0.000001973997,0.0000631189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7395007,"threshold_uncertainty_score":0.9687606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410545150","doi":"10.1080/13229400.2025.2503989","title":"Perspectives of only children on the use of smart technologies for transnational family care","year":2025,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Digital Technology Supercluster; Svensk Njurmedicinsk Förening; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Sociology; Project commissioning; Publishing; Public relations; Internet privacy; Business; Political science; Computer science; Law","authors":[{"name":"Yi Jiao Tian","is_ca":false},{"name":"Tenzin Wangmo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05373228939063379,"gpt":0.3388342197195184,"spread":0.2851019303288846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004718964,0.00008995437,0.0002638697,0.0001922838,0.000312623,0.00002213115,0.0002623393,0.00005758382,0.000001008871],"category_scores_gemma":[0.0009654897,0.00005914267,0.0002326439,0.0002255406,0.0004330348,0.000111291,0.00003051105,0.0001202395,5.901087e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001310416,"about_ca_system_score_gemma":0.0003153048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000428117,"about_ca_topic_score_gemma":0.0003105646,"domain_scores_codex":[0.9989594,0.00008449135,0.0003644823,0.00009306815,0.0003845119,0.0001140578],"domain_scores_gemma":[0.9969341,0.0009457523,0.0002810785,0.0000839405,0.001745374,0.000009752759],"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":[0.0001127777,0.00008850034,0.008772003,0.00003422906,0.0008412524,5.737772e-7,0.02884277,0.0006004859,0.00137384,0.9486451,0.007481799,0.003206674],"study_design_scores_gemma":[0.0004868382,0.0004749681,0.1151837,0.0003022068,0.0001484274,7.864583e-7,0.865281,0.0000909618,0.000544088,0.01027183,0.007079048,0.0001360879],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803696,0.007822996,0.0006737254,0.00885454,0.0004438995,0.000254213,0.00008019122,0.00001068861,0.001490198],"genre_scores_gemma":[0.9968909,0.001796878,0.0008992901,0.0001615152,0.00005410732,0.000007277798,8.808465e-7,0.000004271277,0.0001848529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9383733,"threshold_uncertainty_score":0.2411768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377820532","doi":"10.1080/13229400.2023.2211961","title":"Book Review of Banerjee, Pallavi. 2022 <b>Book Review of Banerjee, Pallavi. 2022</b> . <i>The Opportunity Trap: High Skilled Workers, Indian Families, and the Failures of the Dependent Visa Program.</i> 336 pp., $25.84 paperback, New York: NYU Press, ISBN: 9781479841042","year":2023,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Social and Economic Development in India","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":"Sociology","authors":[{"name":"Erica Yao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04596635305483809,"gpt":0.3100525918766301,"spread":0.264086238821792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063962,0.0004341973,0.001859933,0.00007690826,0.0008709235,0.00005923569,0.001455117,0.000177105,0.0003636627],"category_scores_gemma":[0.002074781,0.0002344902,0.0007203158,0.000907486,0.001860433,0.000238415,0.0004669303,0.0006832093,0.000005210915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614813,"about_ca_system_score_gemma":0.001305211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002442199,"about_ca_topic_score_gemma":0.0009998986,"domain_scores_codex":[0.9940392,0.001270544,0.002305053,0.0003487851,0.001420209,0.0006161743],"domain_scores_gemma":[0.9936926,0.00158548,0.00337148,0.000526268,0.0005850318,0.0002391339],"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":[0.00008649508,0.0001017211,0.003343602,0.004612229,0.00103643,0.0000123732,0.01053624,0.000003260883,0.000007824159,0.0002545525,0.9626495,0.01735576],"study_design_scores_gemma":[0.001204263,0.0001372555,0.01366426,0.01811697,0.0006210469,0.000009017649,0.02421367,4.354426e-7,0.00002091099,0.0003635001,0.9413556,0.0002931069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005402997,0.9500358,3.689466e-7,0.03895321,0.001312411,0.002001236,0.00007076772,0.0000286827,0.002194521],"genre_scores_gemma":[0.001788017,0.9764213,0.0000885405,0.01408302,0.0004006613,0.0001103929,0.000009779756,0.00002944391,0.007068869],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02638547,"threshold_uncertainty_score":0.9562232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408289103","doi":"10.1080/13229400.2025.2477242","title":"Intensification of traditional mothering ideals in migration contexts: low-income Mainland Chinese cross-border mothers in Hong Kong","year":2025,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Migration and Labor Dynamics","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 Alberta","funders":"","keywords":"Sociology; Mainland China; Mainland; Gender studies; Project commissioning; Low income; Publishing; China; Political science; Geography; Socioeconomics","authors":[{"name":"Ping Lam Ip","is_ca":true},{"name":"Wai‐chi Chee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03223868592930629,"gpt":0.4097760848659582,"spread":0.3775373989366519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001094501,0.0000839071,0.0002952215,0.000326218,0.00008809496,0.00003328266,0.0001001382,0.00005637889,0.00001007298],"category_scores_gemma":[0.000836017,0.00006883933,0.00006573845,0.0005464592,0.0001894943,0.000277559,0.00001089606,0.0001390905,4.389642e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002003721,"about_ca_system_score_gemma":0.0001249699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003607741,"about_ca_topic_score_gemma":0.01887786,"domain_scores_codex":[0.9987776,0.0001378271,0.0006257712,0.00008632993,0.0002534577,0.0001190702],"domain_scores_gemma":[0.9988311,0.0003097461,0.0003283145,0.00005578572,0.0004509563,0.0000241157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001115228,0.0001301241,0.9308284,0.00006343769,0.0001007541,0.000006182519,0.05424051,0.004040946,0.002266415,0.005626827,0.0001861251,0.002398785],"study_design_scores_gemma":[0.0007197671,0.00002917849,0.9610546,0.00034729,0.00000719714,5.837521e-7,0.03407019,0.0007718824,0.0000187253,0.002649941,0.0002665409,0.00006415043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948868,0.001801384,0.0004603541,0.001498409,0.0002988332,0.0001194758,0.000006059617,0.000004848964,0.000923828],"genre_scores_gemma":[0.9970683,0.002115631,0.0001946627,0.0002120367,0.00006162875,0.000003647375,9.178076e-7,0.000004246969,0.0003388763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03022618,"threshold_uncertainty_score":0.999025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408247349","doi":"10.1080/13229400.2025.2469058","title":"Racial/ethnic variation in partnered fathers’ time with children: incorporating diverse fathering logics","year":2025,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Family Dynamics and Relationships","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 Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Socioeconomic status; Ethnic group; Immigration; Mainstream; Variation (astronomy); Developmental psychology; Perspective (graphical); White (mutation); Sociology; Psychology; Gender studies; Demography; Social psychology; Geography; Population; Political science","authors":[{"name":"Kei Nomaguchi","is_ca":false},{"name":"Melissa A. Milkie","is_ca":true},{"name":"Amira Allen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08069784738717489,"gpt":0.3599991296831656,"spread":0.2793012822959907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001343259,0.0001017992,0.000274743,0.0002093615,0.0004209632,0.00004017482,0.0001578863,0.00008113904,0.000002473597],"category_scores_gemma":[0.0004244625,0.00007511647,0.00006474434,0.0006447387,0.000190449,0.0002305895,0.00005058684,0.0002675261,0.000002938684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002184621,"about_ca_system_score_gemma":0.0002022206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001274221,"about_ca_topic_score_gemma":0.0008987127,"domain_scores_codex":[0.9988374,0.000199549,0.000388993,0.0001081923,0.000296491,0.0001694435],"domain_scores_gemma":[0.9989422,0.0002733337,0.0004086953,0.00007037231,0.0002716613,0.00003376163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002861025,0.0004259714,0.6968806,0.00004332834,0.001604838,0.0000930378,0.203391,0.02354378,0.00218429,0.04918277,0.00116254,0.0212017],"study_design_scores_gemma":[0.001098475,0.0001692208,0.9359185,0.0003977806,0.0001099051,0.000001765654,0.04960518,0.0006604354,0.000003034817,0.01158128,0.0002685589,0.0001859149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887266,0.00298835,0.0008921348,0.0007575681,0.0003194741,0.0001689922,0.000001808339,0.00001595711,0.006129078],"genre_scores_gemma":[0.9966987,0.001232,0.001374968,0.0001377639,0.0001194554,0.000002571751,5.068372e-7,0.000005532928,0.0004284399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2390378,"threshold_uncertainty_score":0.3237751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3212085982","doi":"10.1080/13229400.2021.2001356","title":"Changes over 15 years in lone parenting of Irish persons with intellectual disability","year":2021,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Family and Disability Support Research","field":"Psychology","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":"Respite care; Quarter (Canadian coin); Irish; Intellectual disability; Population; Psychology; Incidence (geometry); Gerontology; Demography; Medicine; Sociology; Psychiatry; Geography","authors":[{"name":"Anne Doyle","is_ca":false},{"name":"Sarah Craig","is_ca":false},{"name":"Roy McConkey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1503582012836481,"gpt":0.4151376288578595,"spread":0.2647794275742114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009627944,0.0001322636,0.000561771,0.0001114477,0.00004504598,0.00001415141,0.0001606386,0.00006634604,0.0003200659],"category_scores_gemma":[0.001180964,0.0001022929,0.0001267977,0.0004588463,0.0006107714,0.00008911547,0.0001277737,0.0004057823,0.000007325228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022586,"about_ca_system_score_gemma":0.0001063793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001620656,"about_ca_topic_score_gemma":0.001477001,"domain_scores_codex":[0.998243,0.0002859765,0.0004992259,0.0002205089,0.000435971,0.0003153299],"domain_scores_gemma":[0.9980534,0.001085314,0.0002081702,0.0002442434,0.000338061,0.00007079642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005214517,0.0008672141,0.9420823,0.0001167819,0.0005316036,0.0002777793,0.03013732,0.00001106205,0.0009129454,0.00001931512,0.01990496,0.004617237],"study_design_scores_gemma":[0.000847079,0.0004536705,0.7669243,0.0001410631,0.00003986475,0.00003775891,0.2304278,0.000002418278,0.0001741361,0.00005948693,0.0008020554,0.00009038944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902875,0.006829804,0.00001594365,0.000629717,0.0003260641,0.00008948156,0.00001321878,0.000005303362,0.001802918],"genre_scores_gemma":[0.9988492,0.0003547206,0.0002318347,0.0001276305,0.0001122256,0.000006202489,0.000001286677,0.00001115169,0.0003057196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2002904,"threshold_uncertainty_score":0.4171382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2266474465","doi":"","title":"States, Markets, Families: Gender, Liberalism and Social Policy in Australia, Canada, Great Britain and United States [Book Review]","year":2001,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Australian History and Society","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":"Liberalism; Project commissioning; Publishing; Sociology; Social policy; Political science; Economic history; Law; Economics; Politics","authors":[{"name":"Sotirios Sarantakos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07994889139707323,"gpt":0.3521634253695342,"spread":0.272214533972461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001151426,0.0001835739,0.0005316526,0.0001530936,0.0005017806,0.00003640491,0.0001432459,0.00008478911,0.00002630959],"category_scores_gemma":[0.0001915763,0.0001653817,0.00007353084,0.0004193767,0.0006244477,0.0002969799,0.0000474616,0.0003124152,4.818159e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000694148,"about_ca_system_score_gemma":0.0004354574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4433638,"about_ca_topic_score_gemma":0.2215633,"domain_scores_codex":[0.9980209,0.000417115,0.0005397112,0.0001605343,0.0004545785,0.0004071503],"domain_scores_gemma":[0.9990234,0.0002071924,0.0003067425,0.00006189027,0.0002512766,0.000149538],"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":[0.00004405368,0.00002685126,0.02088501,0.0002917213,0.000199076,0.000217767,0.07309296,0.000005693862,0.00000307197,0.0002612784,0.903977,0.0009955107],"study_design_scores_gemma":[0.0004857053,0.00004175711,0.09925517,0.0002722606,0.00006181318,0.00001803613,0.09041565,0.000001063655,3.829418e-7,0.0005573679,0.8087053,0.0001854319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8429072,0.1438642,0.000001470945,0.0123941,0.0002032796,0.0001872934,0.00004025673,0.00001041794,0.0003916852],"genre_scores_gemma":[0.06869049,0.9004443,0.00008852909,0.01504557,0.0004797121,0.000005023181,0.000007231262,0.00001521659,0.01522395],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7742168,"threshold_uncertainty_score":0.7926412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059045703","doi":"10.5172/jfs.2013.19.1.99","title":"Mom, dad, meet my mate: An evolutionary perspective on the introduction of parents and mates","year":2013,"lang":"en","type":"article","venue":"Journal of Family Studies","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Mary's University","funders":"","keywords":"Mate choice; Evolutionary psychology; Perspective (graphical); Psychology; Social psychology; Project commissioning; Order (exchange); Developmental psychology; Publishing; Ecology; Biology; Mating; Political science","authors":[{"name":"Maryanne L. Fisher","is_ca":true},{"name":"Catherine Salmon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07222889379313246,"gpt":0.3789311779167397,"spread":0.3067022841236072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003128518,0.000131419,0.0002723589,0.0001461884,0.0002103953,0.000009900406,0.0001543443,0.00006912225,0.0002775365],"category_scores_gemma":[0.00005072882,0.00008259928,0.0000659429,0.00008373499,0.0004807996,0.0002195465,0.000036644,0.0002222733,0.00004128334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007654491,"about_ca_system_score_gemma":0.00001237001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003718222,"about_ca_topic_score_gemma":0.000003269477,"domain_scores_codex":[0.9989493,0.0001624374,0.0003744605,0.000176391,0.0001843105,0.0001531269],"domain_scores_gemma":[0.9987266,0.0001059419,0.0003518446,0.0001987237,0.0005764575,0.00004043285],"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":[0.0007927693,0.001485686,0.2092654,0.0000232817,0.001575783,0.00002479373,0.0235015,0.00002202511,0.003818081,0.09214577,0.6663995,0.0009454201],"study_design_scores_gemma":[0.0004412425,0.0008204206,0.9004987,0.00002433357,0.00008877303,0.0001084711,0.08463439,0.000001546553,0.0000231303,0.01275199,0.000531559,0.00007541557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821669,0.009393379,0.000003174114,0.005148545,0.001195296,0.0001586074,0.000008287083,0.000009972096,0.001915829],"genre_scores_gemma":[0.9978961,0.00050695,0.0001643936,0.0002459013,0.0005728957,0.00002093736,0.000001172821,0.000009851639,0.0005817577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6912333,"threshold_uncertainty_score":0.33683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}