{"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":"e99f91c72d90","filters":{"venue":"Family matters"}},"results":[{"id":"W2201453104","doi":"","title":"Multiple Partnerships and Children's Wellbeing","year":2008,"lang":"en","type":"article","venue":"Family matters","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cohabitation; General partnership; Phenomenon; Project commissioning; Publishing; Quarter (Canadian coin); Sociology; Session (web analytics); Political science; Economic growth; Public relations; Social science; History; Economics; Advertising; Law; Business","authors":[{"name":"Andrew J. Cherlin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04907657126764747,"gpt":0.258297433894609,"spread":0.2092208626269615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002380488,0.00008242451,0.00009315019,0.00006430122,0.0008969157,0.00003816348,0.0001139139,0.00007587318,0.00001230363],"category_scores_gemma":[0.00005368677,0.00008046861,0.0000374081,0.000141462,0.0003716429,0.0001274266,0.00003119877,0.0001311766,0.00007008971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003196745,"about_ca_system_score_gemma":0.00004124754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007439943,"about_ca_topic_score_gemma":0.0002678141,"domain_scores_codex":[0.9991506,0.0001013468,0.0001163041,0.0001749098,0.0001994533,0.000257441],"domain_scores_gemma":[0.9995644,0.0001512177,0.00003805748,0.0001065522,0.00002080467,0.000118939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005971213,0.00002578183,0.9641948,0.000004315662,0.00002096682,0.0000104128,0.006406284,0.00003141099,0.0002393838,0.01162122,0.01701008,0.0004293425],"study_design_scores_gemma":[0.0002980244,0.00001027626,0.9627934,0.00001560445,0.000008780326,0.000005215773,0.002251558,0.000341717,0.000003555336,0.0005022956,0.03358638,0.0001832231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863583,0.0001669637,0.0001833895,0.005844282,0.0002305843,0.0001489105,0.000005069821,0.00008540264,0.006977068],"genre_scores_gemma":[0.9952903,0.000311428,0.0006555535,0.00224038,0.0001058071,0.000006001446,0.000009007223,0.00001174446,0.001369766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01657629,"threshold_uncertainty_score":0.6898441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2282648729","doi":"","title":"New employment policies, poverty and mothering [The situation in Australia, New Zealand and Canada]","year":2000,"lang":"en","type":"article","venue":"Family matters","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Project commissioning; Publishing; Poverty; Sociology; Australian studies; Economic growth; Political science; Economics; Law","authors":[{"name":"Maureen Baker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04019532182714192,"gpt":0.334351546424933,"spread":0.2941562245977911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001040613,0.000113325,0.000137816,0.00003142326,0.0002307429,0.00001278311,0.00005940882,0.00004025069,0.000273478],"category_scores_gemma":[0.000005020273,0.00008271162,0.000009639733,0.00006137968,0.00001982655,0.00005914065,0.0000411345,0.0001485944,0.000016628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001182483,"about_ca_system_score_gemma":0.0001396476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9736544,"about_ca_topic_score_gemma":0.8862033,"domain_scores_codex":[0.9991418,0.00006611945,0.0002078644,0.0001469454,0.0001321031,0.000305164],"domain_scores_gemma":[0.9996572,0.00008804928,0.0000393059,0.0001075888,0.000007369177,0.0001005579],"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":[0.00001491498,0.000002303887,0.4025296,0.00001256106,0.00001093146,0.000001290979,0.004410637,0.000007408992,0.00007103376,0.00002066638,0.5897072,0.003211427],"study_design_scores_gemma":[0.0005071599,0.00001432478,0.7764968,0.00006904802,0.000007857816,4.600879e-7,0.0008865892,0.000003936591,0.000002535223,0.0001644136,0.2217668,0.00008004595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9254935,0.0001401563,0.000006169887,0.07330048,0.0001248913,0.0003061715,0.000008295357,0.00001842274,0.0006018844],"genre_scores_gemma":[0.6500126,0.000665832,0.0001288906,0.0856471,0.0003858758,0.0000424978,0.00001623234,0.00004321158,0.2630578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3739672,"threshold_uncertainty_score":0.3372882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2198074588","doi":"","title":"Family Trends: Changing Patterns of Partnering","year":2003,"lang":"en","type":"article","venue":"Family matters","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Remarriage; Cohabitation; Perspective (graphical); Project commissioning; Publishing; Quarter (Canadian coin); Sociology; Focus (optics); Term (time); Gender studies; Demographic economics; Social science; Political science; Geography; Law; Economics","authors":[{"name":"David A. de Vaus","is_ca":false},{"name":"Lixia Qu","is_ca":false},{"name":"Ruth Weston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03885148743880314,"gpt":0.2915571658716168,"spread":0.2527056784328137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005963338,0.0001129913,0.0001645191,0.0002901278,0.0003240071,0.00004013631,0.0001780376,0.00008638954,0.00007095351],"category_scores_gemma":[0.00003679823,0.0001132837,0.00009829563,0.0004723887,0.0001060601,0.0001250939,0.00002534891,0.0001219043,0.00003640788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006154044,"about_ca_system_score_gemma":0.00005182196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008446256,"about_ca_topic_score_gemma":0.0001566437,"domain_scores_codex":[0.9986823,0.000166288,0.0002359669,0.0001892414,0.0003095998,0.0004166586],"domain_scores_gemma":[0.9994835,0.00009802821,0.00009944254,0.0001814704,0.00004125499,0.00009630425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002098117,0.0002795869,0.4053504,0.0001721542,0.0002167972,0.00004015629,0.06251712,0.001947494,0.01218492,0.4824519,0.01481003,0.02000837],"study_design_scores_gemma":[0.001277398,0.00008667656,0.5081972,0.0003730742,0.0000960929,0.000002894612,0.1095229,0.0009077197,0.0002244698,0.002625764,0.3755875,0.001098348],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9018843,0.0001922085,0.002790833,0.0009595627,0.0008950167,0.0001138152,0.00001883257,0.00008211785,0.09306333],"genre_scores_gemma":[0.9946292,0.0001108086,0.0004573527,0.001268819,0.00005716796,0.00001104583,0.000007372834,0.00001898536,0.003439224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4798262,"threshold_uncertainty_score":0.4619575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366381860","doi":"10.1017/9781839703102.068","title":"Living Without The Jurisdictional Rules of Brussels IIA","year":2022,"lang":"en","type":"other","venue":"Family matters","topic":"Conflict of Laws and Jurisdiction","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":"Honour; Privilege (computing); Aside; Family law; Law; Political science; Sociology; Law and economics; Art","authors":[{"name":"Nigel Lowe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01740378811191115,"gpt":0.2821816739570885,"spread":0.2647778858451774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005439313,0.0001399496,0.0002062149,0.0001451476,0.000397698,0.00004487632,0.0003890485,0.000113733,0.01952508],"category_scores_gemma":[0.00001148056,0.0001153752,0.0001283548,0.0001301201,0.0003057397,0.00004134499,0.0001084932,0.0002113085,0.0001092648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008214412,"about_ca_system_score_gemma":0.0001530932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01046305,"about_ca_topic_score_gemma":0.0009329766,"domain_scores_codex":[0.9985254,0.0002265457,0.0001867788,0.000207204,0.0006347042,0.0002193321],"domain_scores_gemma":[0.9993076,0.0001462749,0.0002372841,0.0002376039,0.00002177939,0.0000494643],"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":[0.000003836349,0.00002804989,0.002625889,0.00002320339,0.00008230377,0.000001122766,0.005526451,0.00000248081,0.00003222111,0.004501713,0.9855155,0.001657261],"study_design_scores_gemma":[0.0000554133,0.00001388948,0.01112387,0.00007865985,0.00004058172,5.009107e-7,0.001936632,0.000002734837,3.345057e-7,0.0001678256,0.9864538,0.0001257381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003193124,0.0007161123,0.00006356392,0.003190574,0.001460174,0.0003187336,0.0001276848,0.0001822459,0.9907478],"genre_scores_gemma":[0.01553335,0.0008904852,0.0001773983,0.003985368,0.001453506,0.00007273986,0.00004046524,0.0002562969,0.9775904],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01941582,"threshold_uncertainty_score":0.9961264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}