{"meta":{"query_hash":"19316fce8077","filters":{"venue":"Journal of Family & Consumer Sciences"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/19316fce8077","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Family+%26+Consumer+Sciences"},"results":[{"id":"W4210262460","doi":"10.14307/jfcs113.4.23","title":"COVID- 19 and Changes in Household Food Practices","year":2021,"lang":"en","type":"article","venue":"Journal of Family & Consumer Sciences","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Pandemic; Residence; Coronavirus disease 2019 (COVID-19); Environmental health; Food preparation; Sample (material); 2019-20 coronavirus outbreak; Geography; Socioeconomics; Food processing; Demography; Medicine; Sociology; Food science; Biology","score_opus":0.2784621046012047,"score_gpt":0.34370339843853515,"score_spread":0.06524129383733046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210262460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939224,0.00039309263,0.00008184393,0.000512033,0.000007147925,0.00001738057,0.0013806319,0.0000031411407,0.0036823908],"genre_scores_gemma":[0.9985114,0.00019812347,0.00007415091,0.000048118807,0.000004673993,0.0000066806692,0.00056749687,9.645735e-7,0.0005884161],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99959165,0.00008635625,0.000024598085,0.00004510688,0.000095519135,0.00015680329],"domain_scores_gemma":[0.9970094,0.00040322132,0.0014606119,0.00011143888,0.00053501275,0.00048037193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006574387,0.00013564205,0.00014601523,0.0006592872,0.00076314353,0.00076740794,0.0003226179,0.00031803563,0.003654797],"category_scores_gemma":[0.0033269185,0.000076082084,0.0001870481,0.0016688823,0.0005055235,0.00035531344,0.00057145813,0.0005964601,0.00020969927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033703825,0.00003486808,0.99251527,0.000015115879,0.000017346034,0.000053204803,0.0007847103,0.00013133674,0.000058822185,0.00015294214,0.00040670496,0.0057959906],"study_design_scores_gemma":[7.4380813e-7,0.000010020737,0.9979165,0.000009832975,0.0000020658974,0.000014553914,0.0014328551,0.00008236112,0.000013927988,0.000029650146,0.00048523393,0.0000022107731],"about_ca_topic_score_codex":0.60738075,"about_ca_topic_score_gemma":0.73102313,"teacher_disagreement_score":0.60738075,"about_ca_system_score_codex":0.005659356,"about_ca_system_score_gemma":0.002039801,"threshold_uncertainty_score":0.78986293},"labels":[],"label_agreement":null},{"id":"W4210403524","doi":"10.14307/jfcs113.4.8","title":"An Untenable Workload: COVID- 19 and the Disproportionate Impact on Women's Work-Family Demands","year":2021,"lang":"en","type":"article","venue":"Journal of Family & Consumer Sciences","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Government (linguistics); Workload; Work (physics); Distancing; 2019-20 coronavirus outbreak; Face masks; Face (sociological concept); Public relations; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economic growth; Psychology; Medical education; Business; Political science; Sociology; Medicine; Engineering; Management; Economics","score_opus":0.04559393368824201,"score_gpt":0.35773828649056205,"score_spread":0.31214435280232006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210403524","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32451323,0.022405975,0.0010612946,0.581401,0.0085044,0.00003611932,0.00080381247,0.000090842506,0.06118334],"genre_scores_gemma":[0.9059866,0.019193081,0.000778978,0.051534403,0.0038674132,0.000077176875,0.00033796046,0.00014859514,0.018075792],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9980489,0.00066064985,0.000060320916,0.00015589187,0.00032214884,0.0007520032],"domain_scores_gemma":[0.99687934,0.00056418905,0.0003318424,0.00008702724,0.00034728067,0.0017904595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022967062,0.00031358865,0.0003506573,0.0007166315,0.0065712123,0.004096049,0.0009012672,0.002014,0.013000828],"category_scores_gemma":[0.0047167484,0.00031683085,0.0003620714,0.0011502901,0.0034040941,0.0028326185,0.0048648473,0.0037323178,0.0018955356],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037634716,0.00023137714,0.1382335,0.000741739,0.00007934256,0.0070554516,0.13414481,0.00023281008,0.0021098342,0.040860377,0.38118026,0.2947541],"study_design_scores_gemma":[0.000029607212,0.00022400796,0.10556026,0.0015100678,0.000027153772,0.0035646392,0.35089564,0.00023590469,0.0003413237,0.018173896,0.5193266,0.00011093122],"about_ca_topic_score_codex":0.038916983,"about_ca_topic_score_gemma":0.07981389,"teacher_disagreement_score":0.038916983,"about_ca_system_score_codex":0.003860293,"about_ca_system_score_gemma":0.0055667087,"threshold_uncertainty_score":0.077380896},"labels":[],"label_agreement":null},{"id":"W4220804715","doi":"10.14307/jfcs114.1.8","title":"Sustaining Homes and Families for the Good of Humanity: A Commentary","year":2022,"lang":"en","type":"article","venue":"Journal of Family & Consumer Sciences","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Humanity; Mantra; Preamble; Family and consumer science; Rhetoric; Environmental ethics; Industrial Revolution; Sociology; Social science; Law; Engineering ethics; Political science; Engineering; Psychology; Philosophy","score_opus":0.06759378570179304,"score_gpt":0.2743213123250334,"score_spread":0.20672752662324034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220804715","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015413963,0.02093487,0.00018372267,0.94628465,0.02132,0.000009640794,0.000018445538,0.000010545844,0.009696788],"genre_scores_gemma":[0.07501455,0.021563187,0.00040346445,0.8617403,0.02361932,0.000091005924,0.000019319152,0.000085405365,0.017463474],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99134445,0.0052204886,0.00021332563,0.0008574617,0.0013218188,0.0010425221],"domain_scores_gemma":[0.9708411,0.024097499,0.00061365706,0.0004208908,0.0022971544,0.0017296864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009966753,0.00086381566,0.0010252475,0.0011974017,0.02373136,0.008971793,0.0046900865,0.044815723,0.0056562037],"category_scores_gemma":[0.024554145,0.00047511962,0.0008896853,0.0019023528,0.034374688,0.009755105,0.006755946,0.034467924,0.0010929268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004443949,0.000019205074,0.00015332173,0.0003795777,0.000012270306,0.0009832089,0.05268583,0.00009439034,0.00012402573,0.113546915,0.81999475,0.011962102],"study_design_scores_gemma":[0.000017240203,0.000021380327,0.0002257837,0.0015366598,0.000012184015,0.00032073658,0.03520101,0.000046108187,0.000116610296,0.0114786,0.95099443,0.000029190658],"about_ca_topic_score_codex":0.08306156,"about_ca_topic_score_gemma":0.15876116,"teacher_disagreement_score":0.08306156,"about_ca_system_score_codex":0.023150165,"about_ca_system_score_gemma":0.02661574,"threshold_uncertainty_score":0.16796696},"labels":[],"label_agreement":null},{"id":"W4282042084","doi":"10.14307/jfcs114.2.40","title":"How Educational Philosophies Shape Family and Consumer Sciences and Home Economics Education: A Commentary","year":2022,"lang":"en","type":"article","venue":"Journal of Family & Consumer Sciences","topic":"Education, Sociology, Communication Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Family and consumer science; Economics education; Bachelor; Certificate; Philosophy of education; Pedagogy; Sociology; Construct (python library); Mathematics education; Higher education; Psychology; Vocational education; Political science; Economics; Economic growth","score_opus":0.15706731718058414,"score_gpt":0.3978397834205622,"score_spread":0.24077246623997806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282042084","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010251451,0.0117196,0.00006455746,0.97949195,0.004622097,0.0000026396413,0.000014652084,0.000003501982,0.003055875],"genre_scores_gemma":[0.062361166,0.01609002,0.00013885036,0.8950034,0.02326316,0.000038210663,0.000016905662,0.000044368953,0.0030439657],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99092287,0.0052512903,0.000384673,0.0011717429,0.0012049929,0.0010644263],"domain_scores_gemma":[0.8987946,0.09072556,0.0020988982,0.0006715452,0.0055495924,0.0021599052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014772319,0.00063490466,0.0011791701,0.0018068573,0.012533348,0.00694421,0.0046272404,0.040341966,0.0061788987],"category_scores_gemma":[0.045445707,0.00056622474,0.0010146125,0.0029624894,0.03136705,0.013017782,0.0040233606,0.043697577,0.0011303955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011726792,0.000057616988,0.00094652217,0.0007106086,0.00003318224,0.0010800544,0.048569188,0.00014230087,0.000098756085,0.22380888,0.7101423,0.014293241],"study_design_scores_gemma":[0.00015080211,0.000047691166,0.0033363728,0.0064816303,0.000069976035,0.00079536997,0.06164799,0.0002867461,0.00020087503,0.081565574,0.8453008,0.00011611761],"about_ca_topic_score_codex":0.10668819,"about_ca_topic_score_gemma":0.1454615,"teacher_disagreement_score":0.10668819,"about_ca_system_score_codex":0.025567768,"about_ca_system_score_gemma":0.018941801,"threshold_uncertainty_score":0.21213442},"labels":[],"label_agreement":null},{"id":"W4295127005","doi":"10.14307/jfcs114.3.34","title":"Where Visions Meet: Ellen Swallow Richards and Maria Montessori","year":2022,"lang":"en","type":"article","venue":"Journal of Family & Consumer Sciences","topic":"Education Methods and Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Family and consumer science; Vision; Sociology; Psychology; Gerontology; Medicine; Mathematics education; Anthropology","score_opus":0.09396455148333564,"score_gpt":0.42196089937285247,"score_spread":0.3279963478895168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295127005","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050915037,0.035965044,0.0007176033,0.8609866,0.056820612,0.00004354234,0.00008442182,0.00018539066,0.040105313],"genre_scores_gemma":[0.08783144,0.04934366,0.002922638,0.4456394,0.02212761,0.0001978983,0.00016066633,0.0005297943,0.39124697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847966,0.0005042452,0.00003735524,0.00028304162,0.00046058706,0.00023498699],"domain_scores_gemma":[0.99552864,0.00035451172,0.00022627469,0.00008426143,0.00062438863,0.0031819185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002605436,0.00061506405,0.00047689327,0.00083969586,0.0046423306,0.0061233267,0.00094444666,0.00356624,0.023221605],"category_scores_gemma":[0.008422096,0.0004354844,0.00031998206,0.00038389515,0.0027832533,0.008107224,0.0047794594,0.008767283,0.011195907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010510483,0.000035039386,0.00037911476,0.000050073086,0.0000024593535,0.00020665523,0.0037199077,0.000006429845,0.00009675783,0.0020380944,0.9718631,0.021591974],"study_design_scores_gemma":[0.0000049987816,0.000030146053,0.000909153,0.0003462925,0.0000033964902,0.0009309415,0.017144686,0.000020012965,0.00007883287,0.0018234242,0.97867924,0.000028892833],"about_ca_topic_score_codex":0.007370087,"about_ca_topic_score_gemma":0.01771313,"teacher_disagreement_score":0.023221605,"about_ca_system_score_codex":0.0023482812,"about_ca_system_score_gemma":0.0047496245,"threshold_uncertainty_score":0.077684045},"labels":[],"label_agreement":null},{"id":"W4312131384","doi":"10.14307/jfcs114.4.58","title":"Principle-Based Practice","year":2022,"lang":"en","type":"article","venue":"Journal of Family & Consumer Sciences","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Position (finance); Movement (music); Power (physics); Engineering; Sociology; Aesthetics; Business; Art; Physics","score_opus":0.13452355507814376,"score_gpt":0.3533295662925538,"score_spread":0.21880601121441004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312131384","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055491594,0.0019730607,0.44591045,0.04304094,0.0012392765,0.0010720931,0.00015590855,0.0003569347,0.50070226],"genre_scores_gemma":[0.4835567,0.0027412113,0.44587737,0.008761555,0.0006341576,0.002859411,0.00029744854,0.00034725797,0.054924887],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.95342547,0.03164514,0.0016763443,0.004932412,0.007057646,0.0012630562],"domain_scores_gemma":[0.96188384,0.022430645,0.0012211935,0.00784766,0.0052117817,0.0014048828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.051075283,0.0011427766,0.0012019812,0.0024938602,0.0060017463,0.011845365,0.004546774,0.005747772,0.019835899],"category_scores_gemma":[0.052555475,0.00079900544,0.0015227471,0.0018951757,0.030939724,0.0076834946,0.0071716006,0.009028962,0.006818987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009858586,0.000046227004,0.0001447031,0.00011657599,0.00001431374,0.00003989344,0.0021786948,0.00064725144,0.00008264813,0.97733134,0.006893761,0.012494762],"study_design_scores_gemma":[0.000029364142,0.000024264622,0.00010341503,0.0003813277,0.000007550302,0.00007333965,0.00096258975,0.0013448976,0.0001675615,0.9124066,0.08448589,0.000013191579],"about_ca_topic_score_codex":0.0028414193,"about_ca_topic_score_gemma":0.0031496796,"teacher_disagreement_score":0.051075283,"about_ca_system_score_codex":0.0090156095,"about_ca_system_score_gemma":0.015687348,"threshold_uncertainty_score":0.27011514},"labels":[],"label_agreement":null},{"id":"W4386714593","doi":"10.14307/jfcs115.3.7","title":"Professional Accountability via Professional Imperatives","year":2023,"lang":"en","type":"article","venue":"Journal of Family & Consumer Sciences","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Accountability; Ideology; Family and consumer science; Public relations; Sociology; Food insecurity; Political science; Public administration; Law; Psychology; Food security; Agriculture","score_opus":0.08720389750209875,"score_gpt":0.33685158936488296,"score_spread":0.2496476918627842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386714593","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028621584,0.0019717466,0.16654342,0.37905934,0.0033101004,0.0004129652,0.000065106025,0.000600575,0.41941515],"genre_scores_gemma":[0.9140488,0.0007632306,0.030588634,0.025654817,0.0012513746,0.0004508068,0.000044738415,0.00016661079,0.027030973],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8746192,0.076323725,0.005639065,0.008184215,0.026759202,0.00847456],"domain_scores_gemma":[0.81830424,0.080962494,0.018811269,0.01823902,0.04049534,0.02318768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10513386,0.00073883537,0.0005868099,0.0026577243,0.011734786,0.016690886,0.0019464466,0.009884139,0.0048988927],"category_scores_gemma":[0.16683996,0.00081147795,0.0006226253,0.0010455019,0.055438142,0.014394285,0.01490455,0.014822225,0.0018307058],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000148220115,0.000049320268,0.0010505188,0.000083615676,0.0000124944845,0.00011562151,0.018950468,0.00041279919,0.0003485956,0.94800156,0.013884966,0.01707525],"study_design_scores_gemma":[0.000029868786,0.00004189056,0.0005879349,0.00032412293,0.000010929587,0.00015360341,0.0054820874,0.0012307077,0.0004539848,0.82041764,0.17121212,0.00005505995],"about_ca_topic_score_codex":0.0051653977,"about_ca_topic_score_gemma":0.00489609,"teacher_disagreement_score":0.10513386,"about_ca_system_score_codex":0.013612298,"about_ca_system_score_gemma":0.041233327,"threshold_uncertainty_score":0.5560076},"labels":[],"label_agreement":null},{"id":"W4390063162","doi":"10.14307/jfcs115.4.46","title":"Further Thoughts on FCS and Montessori Collaboration","year":2023,"lang":"en","type":"article","venue":"Journal of Family & Consumer Sciences","topic":"Education Methods and Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Family and consumer science; Vision; Sociology; Pedagogy; Psychology; Social science; Mathematics education; Anthropology","score_opus":0.16100481410324796,"score_gpt":0.4791473938882625,"score_spread":0.31814257978501453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390063162","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054349676,0.01860295,0.0010316919,0.8380413,0.02084538,0.000021864653,0.00007820951,0.000074487034,0.11586914],"genre_scores_gemma":[0.4234174,0.028780017,0.006533925,0.28821877,0.027114244,0.0003370032,0.00025163955,0.0003582355,0.22498886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9866622,0.006692268,0.00031918133,0.001356185,0.0028497307,0.0021204099],"domain_scores_gemma":[0.9889297,0.0040500867,0.0009965941,0.0006078037,0.0018981671,0.003517599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0116445515,0.0005340717,0.0004706288,0.0017297807,0.01612507,0.010682651,0.002057862,0.008535392,0.021266555],"category_scores_gemma":[0.024806527,0.00034120248,0.0006744157,0.0020514794,0.011951578,0.017041491,0.0104692485,0.010906663,0.0019252873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064272535,0.00004439241,0.0011994683,0.00020175002,0.0000066510715,0.000524719,0.06564639,0.000056294422,0.00009997537,0.38770142,0.51503086,0.029423825],"study_design_scores_gemma":[0.0000067064616,0.000011250677,0.00090940105,0.0003009992,0.0000022219065,0.00018969177,0.024204183,0.000026800863,0.00004264812,0.014898751,0.95938617,0.000021055566],"about_ca_topic_score_codex":0.03538921,"about_ca_topic_score_gemma":0.061228428,"teacher_disagreement_score":0.03538921,"about_ca_system_score_codex":0.012449654,"about_ca_system_score_gemma":0.011972098,"threshold_uncertainty_score":0.09032899},"labels":[],"label_agreement":null},{"id":"W4409063687","doi":"10.14307/jfcs117.1.7","title":"Understanding Ignorance as It Informs Family and Consumers Sciences' Future","year":2025,"lang":"en","type":"article","venue":"Journal of Family & Consumer Sciences","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Ignorance; Psychology; Sociology; Internet privacy; Engineering ethics; Computer science; Epistemology; Engineering; Philosophy","score_opus":0.13750039099684638,"score_gpt":0.30249878063583513,"score_spread":0.16499838963898875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409063687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3729513,0.011531289,0.029242294,0.21671747,0.00053761934,0.000056129295,0.00008263883,0.00008474729,0.36879653],"genre_scores_gemma":[0.9927539,0.0010849677,0.001100118,0.0018971565,0.000049924027,0.0000102953245,0.00000645362,0.000007958243,0.003089132],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99251574,0.005241912,0.00020355756,0.0004041853,0.0009977528,0.00063687586],"domain_scores_gemma":[0.98442405,0.010193914,0.0018629071,0.0014215647,0.0012872834,0.00081038993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019463662,0.00023391092,0.00039431162,0.0021262637,0.0075207325,0.0090528205,0.00074462226,0.003047968,0.0038565283],"category_scores_gemma":[0.017299438,0.0002859039,0.00038686825,0.0009609313,0.054882534,0.011716839,0.0050219386,0.003594357,0.00021328963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021680033,0.00002579092,0.006039377,0.0000524549,0.000011871468,0.000356693,0.12698492,0.00032053638,0.00020486907,0.8479664,0.0020505935,0.015964873],"study_design_scores_gemma":[0.000008514303,0.00004660355,0.0034053153,0.00030548943,0.000019034276,0.00032334405,0.092451915,0.0006427319,0.0004557126,0.78867215,0.113632396,0.000036760975],"about_ca_topic_score_codex":0.013499572,"about_ca_topic_score_gemma":0.012188154,"teacher_disagreement_score":0.019463662,"about_ca_system_score_codex":0.00858607,"about_ca_system_score_gemma":0.008041414,"threshold_uncertainty_score":0.1029349},"labels":[],"label_agreement":null},{"id":"W4414305899","doi":"10.14307/jfcs117.3.43","title":"Universal Connectedness, Human Consciousness, and Noetic Sciences: Potential FCS and Home Economics Trajectory","year":2025,"lang":"en","type":"article","venue":"Journal of Family & Consumer Sciences","topic":"Education, Sociology, Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Vanguard; Repertoire; Family and consumer science; Trajectory; Perspective (graphical); Behavioural economics","score_opus":0.08231225856679811,"score_gpt":0.3886839884173465,"score_spread":0.3063717298505484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414305899","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28534988,0.005386827,0.025784973,0.09095488,0.0005768558,0.00010178265,0.00013244106,0.00010380122,0.59160864],"genre_scores_gemma":[0.9915734,0.0007934515,0.0021294863,0.0006053991,0.00006430961,0.000038552826,0.000019851406,0.000017497669,0.004758106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987644,0.00071132125,0.000029912135,0.00013271194,0.00014205661,0.00021963521],"domain_scores_gemma":[0.99682707,0.0017165043,0.00019928922,0.00033991208,0.00031323158,0.00060395687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002800257,0.0003409547,0.0003201737,0.0018208268,0.0048568277,0.006416756,0.0006935192,0.0019300451,0.013052314],"category_scores_gemma":[0.0049209176,0.00017232426,0.00035848925,0.0013694643,0.03274019,0.012058652,0.007798547,0.0031206596,0.00042020954],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001196461,0.000016656299,0.0005805384,0.000019966677,0.0000017359092,0.00008915352,0.008639038,0.00005998398,0.000037883703,0.98473096,0.0005632679,0.005248943],"study_design_scores_gemma":[0.000010990774,0.000029112336,0.0020058579,0.000119165845,0.000005058951,0.00022862249,0.037459493,0.00062155194,0.00017491939,0.91387427,0.04545501,0.000016015749],"about_ca_topic_score_codex":0.0045933817,"about_ca_topic_score_gemma":0.004890594,"teacher_disagreement_score":0.013052314,"about_ca_system_score_codex":0.0058532115,"about_ca_system_score_gemma":0.0036159153,"threshold_uncertainty_score":0.043664336},"labels":[],"label_agreement":null},{"id":"W7126161151","doi":"10.14307/jfcs117.4.30","title":"Current Thinking From and About Home Economics/FCS and Artificial Intelligence (AI)","year":2025,"lang":"en","type":"article","venue":"Journal of Family & Consumer Sciences","topic":"Education, Sociology, Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Family and consumer science; Digitization; Perspective (graphical); Economics education","score_opus":0.18602914132327916,"score_gpt":0.4557418544361326,"score_spread":0.2697127131128534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126161151","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019535242,0.24803056,0.010721397,0.53899884,0.0041782022,0.000021683225,0.0000733064,0.00008260947,0.17835815],"genre_scores_gemma":[0.50058126,0.3773317,0.0074931732,0.08576221,0.011321587,0.00009169224,0.000103965955,0.00010122785,0.01721325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.995248,0.002451902,0.00020106285,0.0005576412,0.0011582826,0.00038299424],"domain_scores_gemma":[0.9826349,0.013689033,0.0006086063,0.00069691864,0.0014975461,0.0008730034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012000451,0.00040029292,0.0005763604,0.003264424,0.0031010986,0.011111791,0.001556613,0.0041078688,0.0064928266],"category_scores_gemma":[0.009226965,0.00028618428,0.00047077012,0.0031557248,0.03189836,0.019118313,0.0027738288,0.007717964,0.0009866252],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041315783,0.000062385385,0.0012284904,0.0007760941,0.00001437569,0.0001289556,0.017999183,0.00029913418,0.00014963807,0.84358513,0.02207959,0.113635756],"study_design_scores_gemma":[0.000007653619,0.000047668356,0.0023169562,0.0038035293,0.000009899995,0.00025488145,0.034577705,0.00044360006,0.00027265275,0.52825344,0.42997575,0.000036244983],"about_ca_topic_score_codex":0.007258859,"about_ca_topic_score_gemma":0.0060449685,"teacher_disagreement_score":0.012000451,"about_ca_system_score_codex":0.007417612,"about_ca_system_score_gemma":0.006906477,"threshold_uncertainty_score":0.06346524},"labels":[],"label_agreement":null}]}