{"meta":{"query_hash":"6f2b0289c4c4","filters":{"venue":"Measurement Interdisciplinary Research and Perspectives"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/6f2b0289c4c4","api":"https://metacan.xera.ac/api/v1/cohort?venue=Measurement+Interdisciplinary+Research+and+Perspectives"},"results":[{"id":"W2057604821","doi":"10.1080/15366360802035596","title":"Manifest and Latent Variates","year":2008,"lang":"en","type":"article","venue":"Measurement Interdisciplinary Research and Perspectives","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Statistics; Mathematics; Psychology; Econometrics","score_opus":0.17817029839598855,"score_gpt":0.3724052056309841,"score_spread":0.19423490723499556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057604821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5161898,0.19608833,0.20781603,0.04682132,0.0004774092,0.0023396094,0.000014658632,0.0021432422,0.028109599],"genre_scores_gemma":[0.97443813,0.00047370576,0.024661675,0.00001654457,0.00006885221,0.000030943935,5.4302996e-7,0.000008868149,0.00030071652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980296,0.00014955258,0.00013752362,0.0005338868,0.0007765836,0.00037288526],"domain_scores_gemma":[0.9989016,0.0000736824,0.000030747822,0.0003055563,0.00053757126,0.00015085423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012886134,0.0001405588,0.00014475686,0.0002633444,0.0007887905,0.00020259114,0.0004735508,0.000052254843,0.00001233476],"category_scores_gemma":[0.00009734177,0.00010910898,0.00002667897,0.0002900222,0.00039749895,0.00052763417,0.0017341689,0.00037007855,0.000007968921],"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":[0.00056741387,0.0019964995,0.027142167,0.00045596034,0.0003724822,0.0018524046,0.210678,0.0000015845606,0.08148164,0.6105869,0.014097808,0.05076718],"study_design_scores_gemma":[0.0015904304,0.0049628513,0.14819124,0.0007168244,0.000015418216,0.0023305784,0.011632412,0.003909077,0.028717194,0.7960428,0.000630591,0.0012605896],"about_ca_topic_score_codex":0.00003420264,"about_ca_topic_score_gemma":0.000014083242,"teacher_disagreement_score":0.45824835,"about_ca_system_score_codex":0.00013583039,"about_ca_system_score_gemma":0.00006530166,"threshold_uncertainty_score":0.6066819},"labels":[],"label_agreement":null},{"id":"W2775116690","doi":"10.1080/15366367.2017.1388113","title":"Tracing the Assessment Triangle With Learning Progression-Aligned Assessments in Mathematics","year":2017,"lang":"en","type":"article","venue":"Measurement Interdisciplinary Research and Perspectives","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Tracing; Mathematics education; Computer science; Psychology","score_opus":0.31502793069622304,"score_gpt":0.5529067950476905,"score_spread":0.23787886435146743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775116690","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31040114,0.00058847736,0.015099894,0.042956278,0.00016269968,0.003108779,0.000002525881,0.00020214407,0.62747806],"genre_scores_gemma":[0.9932267,0.00007346727,0.0051727653,0.0000032943167,0.00009332017,0.0002244268,7.0355117e-7,0.000013379758,0.0011919466],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99692035,0.00078562525,0.0002054292,0.0002895917,0.0014013951,0.0003976137],"domain_scores_gemma":[0.9986227,0.00029531503,0.00016289034,0.00039555528,0.0004132253,0.00011032293],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012960907,0.00012013938,0.00018883483,0.00018577537,0.004904056,0.0008794556,0.0005682747,0.000052560667,0.0000813373],"category_scores_gemma":[0.00077806006,0.000074079624,0.00003595406,0.00014047507,0.00080520276,0.00032046167,0.00037339653,0.00050441,0.0000030735512],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018528361,0.0027843001,0.04709082,0.0002107967,0.0001453136,0.000030248313,0.675785,0.000003217718,0.00066994317,0.24144866,0.0011579855,0.030488411],"study_design_scores_gemma":[0.00087308674,0.0012400975,0.03985153,0.0016478582,0.000017150785,0.000006231989,0.7480125,0.00065017474,0.0002779409,0.20592408,0.0011930683,0.00030628854],"about_ca_topic_score_codex":0.00022817557,"about_ca_topic_score_gemma":0.0018366312,"teacher_disagreement_score":0.68282557,"about_ca_system_score_codex":0.00045759688,"about_ca_system_score_gemma":0.000333846,"threshold_uncertainty_score":0.9963914},"labels":[],"label_agreement":null},{"id":"W4287448176","doi":"10.1080/15366367.2021.1991742","title":"Using Think-aloud Interviews to Examine a Clinically Oriented Performance Assessment Rubric","year":2022,"lang":"en","type":"article","venue":"Measurement Interdisciplinary Research and Perspectives","topic":"Innovations in Medical Education","field":"Medicine","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":"University of Alberta","funders":"","keywords":"Rubric; Operationalization; Psychology; Context (archaeology); Peer assessment; Think aloud protocol; Rating scale; Applied psychology; Educational measurement; Medical education; Computer science; Mathematics education; Pedagogy; Medicine; Developmental psychology","score_opus":0.35222507090987276,"score_gpt":0.5102631214747934,"score_spread":0.1580380505649206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287448176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97686994,0.00047413283,0.0023137957,0.0110502085,0.00043508713,0.0012631965,0.000007269942,0.000050790743,0.007535556],"genre_scores_gemma":[0.99161065,0.000053589465,0.006417019,0.00031042265,0.00033604619,0.00017725577,0.000024128527,0.000029410154,0.001041453],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9954105,0.0005060927,0.0005899314,0.00064537633,0.002323684,0.0005244337],"domain_scores_gemma":[0.99759096,0.00008182307,0.00009436766,0.0005077932,0.0015030369,0.00022200569],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009070431,0.00018713484,0.0003314597,0.0007630373,0.0012653086,0.000055864868,0.00026912597,0.000048409212,0.0009344326],"category_scores_gemma":[0.0007050541,0.00016285013,0.00007202646,0.0015061714,0.00027981907,0.00014049726,0.0016317947,0.0013477067,0.000018196266],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010298205,0.020623058,0.0913158,0.0017108619,0.0013321654,0.00025308787,0.5222696,0.0002553358,0.068915255,0.008637837,0.06621014,0.20817862],"study_design_scores_gemma":[0.003602046,0.02648965,0.25876075,0.0011827507,0.00010861243,0.00041733336,0.67608625,0.019702788,0.0004203658,0.0013892974,0.011170339,0.0006698173],"about_ca_topic_score_codex":0.000020704114,"about_ca_topic_score_gemma":0.000006513344,"teacher_disagreement_score":0.20750882,"about_ca_system_score_codex":0.0022521373,"about_ca_system_score_gemma":0.00052094593,"threshold_uncertainty_score":0.99997884},"labels":[],"label_agreement":null},{"id":"W4406392538","doi":"10.1080/15366367.2025.2449630","title":"Modeling the Determinants of Out-of-School Children in Pakistan","year":2025,"lang":"en","type":"article","venue":"Measurement Interdisciplinary Research and Perspectives","topic":"Poverty, Education, and Child Welfare","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":"Science North","funders":"","keywords":"Environmental health; Environmental science; Geography; Psychology; Medicine","score_opus":0.12741610618114105,"score_gpt":0.44746582241818916,"score_spread":0.32004971623704814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406392538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9542757,0.0068658777,0.00006871386,0.0049513495,0.00012878102,0.00048063294,0.000009133424,0.000008115529,0.033211652],"genre_scores_gemma":[0.9985299,0.0008135172,0.000017672422,0.0000060726074,0.00007338635,0.000021632119,8.304624e-7,0.0000043154228,0.00053263415],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.998085,0.00043581796,0.00025928722,0.00023428659,0.00069301354,0.0002925837],"domain_scores_gemma":[0.9989953,0.0000958713,0.000040449144,0.00021353012,0.000585798,0.00006904904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034934687,0.000080708836,0.00016383316,0.00023756815,0.0006730879,0.00004516392,0.00037502288,0.000048128186,0.000047288384],"category_scores_gemma":[0.00018693286,0.000059323014,0.000050478902,0.00039031525,0.000552204,0.00013857911,0.00018603874,0.0002314276,0.000001306905],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043289803,0.00095769664,0.49461374,0.00012547088,0.000120629,0.0000014571234,0.46957856,0.00003602976,0.00030882875,0.019239686,0.00085479626,0.0137301935],"study_design_scores_gemma":[0.0005534806,0.0002395043,0.38436127,0.0007716618,0.000014696535,6.686253e-7,0.5696626,0.0007107988,0.00046249173,0.04288813,0.00018633397,0.00014837178],"about_ca_topic_score_codex":0.002297018,"about_ca_topic_score_gemma":0.027717322,"teacher_disagreement_score":0.11025247,"about_ca_system_score_codex":0.00025743697,"about_ca_system_score_gemma":0.00057437405,"threshold_uncertainty_score":0.9900243},"labels":[],"label_agreement":null}]}