{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"c822b8a0dabe","filters":{"venue":"Family Transitions"}},"results":[{"id":"W4401524990","doi":"10.1080/28375300.2024.2382994","title":"Young Adult’s Outlook on Marriage: The Influence of Parental Divorce, Family of Origin Functioning and Attachment Style","year":2024,"lang":"en","type":"article","venue":"Family Transitions","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; Brandon University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Remarriage; Psychology; Developmental psychology; Ambivalence; Religiosity; Negativity effect; Style (visual arts); Young adult; Stepfamily; Social psychology; Independence (probability theory); Sociology","authors":[{"name":"Marysia J. Lazinski","is_ca":true},{"name":"Marion F. Ehrenberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02046598490942896,"gpt":0.2871438568943189,"spread":0.26667787198489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001222012,0.000198081,0.000240422,0.0004771822,0.0004505799,0.0007578922,0.0001415209,0.0001966837,0.001437764],"category_scores_gemma":[0.002573722,0.0001659704,0.0003560635,0.0003021827,0.0002224876,0.0003634457,0.000399168,0.000338006,0.000133208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001678175,"about_ca_system_score_gemma":0.0002673151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003738958,"about_ca_topic_score_gemma":0.01176001,"domain_scores_codex":[0.9995932,0.0001644533,0.00004727339,0.00005038757,0.00008774852,0.00005692566],"domain_scores_gemma":[0.9986254,0.0004499343,0.0004626571,0.000064819,0.0001374568,0.0002597603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001098283,0.0001008928,0.9931439,0.00001333631,0.00003845898,0.00009137017,0.002658972,0.00000674784,0.0003921669,0.00002502545,0.00002816584,0.003391086],"study_design_scores_gemma":[0.000002208571,0.0001753458,0.9964244,0.000007479841,0.00001631358,0.00008849382,0.003057403,0.00003877781,0.00008189431,0.00001047409,0.00009495459,0.000002348611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996765,0.0000780538,0.00002476379,0.00000559585,0.000001778816,0.000004095742,0.00002058287,3.269369e-7,0.000188262],"genre_scores_gemma":[0.99965,0.00007489687,0.00006396111,0.00001060553,0.000002087743,0.000006196542,0.00004303235,3.26863e-7,0.0001488975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003738958,"threshold_uncertainty_score":0.007434428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405594263","doi":"10.1080/28375300.2024.2443354","title":"Stepgrandparents and Stepgrandchildren: A Scoping Review of What We Know About Their Relationships in Western Societies","year":2024,"lang":"en","type":"review","venue":"Family Transitions","topic":"Intergenerational Family Dynamics and Caregiving","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":"Centres Intégré Universitaires de Santé et de Services Sociaux; Université de Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Institut National de la Recherche Scientifique","funders":"","keywords":"Stepfamily; Grandparent; Sociocultural evolution; Remarriage; Sociology; Psychology; Social psychology; Developmental psychology; Anthropology","authors":[{"name":"Julien Gauthier Mongeon","is_ca":true},{"name":"Laurence Charton","is_ca":true},{"name":"Mélanie Couture","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06259290826196014,"gpt":0.3614972899352185,"spread":0.2989043816732583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005248915,0.001121316,0.002797127,0.00972364,0.001036541,0.003230139,0.001275377,0.002199034,0.003300638],"category_scores_gemma":[0.02023431,0.0007363857,0.00267385,0.01135592,0.00130209,0.003268423,0.001930616,0.001584316,0.000517359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002408951,"about_ca_system_score_gemma":0.01141581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.012962,"about_ca_topic_score_gemma":0.02553068,"domain_scores_codex":[0.9960585,0.00149734,0.001107832,0.0004026871,0.0007696641,0.0001640562],"domain_scores_gemma":[0.9826218,0.01424323,0.001427851,0.0002619867,0.001266624,0.0001785051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007622747,0.00003561928,0.001489214,0.4720738,0.001126732,0.0002805604,0.002737171,0.0002268761,0.0002331751,0.004076944,0.008868922,0.5087748],"study_design_scores_gemma":[0.00001471937,0.00006799049,0.006300555,0.7827936,0.002965199,0.0007523102,0.002728346,0.00006930908,0.0001747645,0.001774807,0.20232,0.00003831467],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002092044,0.9990733,0.00005513061,0.0002118518,0.00007144079,0.00001457672,0.00003274736,0.000001560953,0.0003301952],"genre_scores_gemma":[0.001774387,0.9977323,0.0001490255,0.0001562016,0.0000332192,0.00003797539,0.00004209823,0.000001296552,0.00007353855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.012962,"threshold_uncertainty_score":0.02775925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407008016","doi":"10.1080/28375300.2025.2458352","title":"Collaborating to Reduce Parental Conflict: A Qualitative Study About the Experiences of Parenting Coordinators","year":2025,"lang":"en","type":"article","venue":"Family Transitions","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":"","keywords":"Psychology; Qualitative research; Developmental psychology; Social psychology; Sociology; Social science","authors":[{"name":"Michael Saini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05124029359011634,"gpt":0.3970193949026752,"spread":0.3457791013125588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01995962,0.0007327603,0.001133304,0.001774923,0.01441304,0.00465301,0.002710754,0.002126485,0.002572895],"category_scores_gemma":[0.03326885,0.0009770511,0.000467094,0.001559401,0.01002597,0.004436885,0.005986353,0.003976409,0.0002498349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005933071,"about_ca_system_score_gemma":0.008193015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01386185,"about_ca_topic_score_gemma":0.02606027,"domain_scores_codex":[0.9781761,0.01809015,0.0004053023,0.0006571194,0.0009640394,0.001707401],"domain_scores_gemma":[0.9695953,0.02274079,0.001901565,0.0005700135,0.001851827,0.003340471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001706244,0.00002838971,0.001720815,0.00006235747,0.000002668955,0.0008555441,0.9945151,0.000016359,0.0002599809,0.0005670245,0.0002738297,0.001680979],"study_design_scores_gemma":[0.000002820241,0.00002957836,0.0005504873,0.0001094696,0.000002345324,0.0002824006,0.99519,0.00002818731,0.000106676,0.0001070082,0.003584505,0.000006521372],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851536,0.001119899,0.003107079,0.003524855,0.0001619286,0.0002468281,0.0001138798,0.0000340457,0.00653783],"genre_scores_gemma":[0.9935894,0.0009904157,0.001544551,0.0008440427,0.00003100374,0.0002702538,0.0000498618,0.00004367356,0.002636782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01995962,"threshold_uncertainty_score":0.1055578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}