{"meta":{"query_hash":"93dd7343323d","filters":{"venue":"Journal of Technology and Science Education"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/93dd7343323d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Technology+and+Science+Education"},"results":[{"id":"W2623627586","doi":"10.3926/jotse.245","title":"Assessment of the autonomous learning competence in engineering degree courses at the Universitat Politècnica de Catalunya","year":2017,"lang":"en","type":"article","venue":"Journal of Technology and Science Education","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Autonomous learning; Quarter (Canadian coin); Engineering; Computer science; Mathematics education; Artificial intelligence; Psychology; Geography","score_opus":0.025422203453360184,"score_gpt":0.37417905481361197,"score_spread":0.3487568513602518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623627586","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":[0.9741021,0.00011679542,0.00008334042,0.023427771,0.00050433,0.00004838314,1.2796347e-7,0.000004552777,0.0017126225],"genre_scores_gemma":[0.9987492,0.000046287987,0.00068831554,0.00001673614,0.000035845987,9.4580656e-7,5.9453257e-8,0.0000010938237,0.00046153687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99941856,0.00007101085,0.00012315456,0.00006446708,0.00020754078,0.000115255774],"domain_scores_gemma":[0.99922365,0.00007554009,0.00035874418,0.00015038432,0.00016116582,0.000030509038],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027098053,0.00003133845,0.000060321836,0.00021380972,0.0014242047,0.000051371248,0.00060830027,0.00004221295,0.0000068026575],"category_scores_gemma":[0.0013384625,0.000020983784,0.00001723133,0.0002879188,0.0010792555,0.00027973036,0.00006534208,0.00023490262,3.6863273e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015065826,0.000049678998,0.9172045,0.0000044253734,0.0000035011146,1.9176527e-7,0.009898017,0.00064179307,0.0036495766,0.05554818,0.00006742121,0.012931229],"study_design_scores_gemma":[0.00005570235,0.000021565997,0.9807942,0.000053596057,0.000008894387,0.0000113814585,0.015051652,0.00035941915,0.0005531217,0.0011152141,0.001946534,0.000028724795],"about_ca_topic_score_codex":0.00038934438,"about_ca_topic_score_gemma":0.00028319773,"teacher_disagreement_score":0.063589714,"about_ca_system_score_codex":0.0004186776,"about_ca_system_score_gemma":0.003058867,"threshold_uncertainty_score":0.9998758},"labels":[],"label_agreement":null},{"id":"W3129078225","doi":"10.3926/jotse.1050","title":"Enhance learning experience using technology in class","year":2021,"lang":"en","type":"article","venue":"Journal of Technology and Science Education","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Class (philosophy); Mathematics education; Computer science; Multimedia; Educational technology; Psychology; Artificial intelligence","score_opus":0.010600218407596283,"score_gpt":0.3323394169295961,"score_spread":0.32173919852199984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129078225","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":[0.96103776,0.001032925,0.027878381,0.008747081,0.0010189707,0.000040953557,1.4594228e-8,0.000034006778,0.00020991925],"genre_scores_gemma":[0.9248063,0.00008090532,0.07489447,0.00006526615,0.00003755641,0.000004423905,5.2890325e-8,0.0000027319863,0.000108270506],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887335,0.00004306356,0.00032536744,0.0002981825,0.00022795628,0.00023207323],"domain_scores_gemma":[0.9987242,0.00003665944,0.0003550651,0.0002886025,0.0005444009,0.00005104525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007378259,0.000076842196,0.00014368836,0.0020321677,0.00022798528,0.00009625865,0.000785386,0.00013096379,0.0000053076105],"category_scores_gemma":[0.001562022,0.000076353004,0.000017316897,0.005257064,0.00057709654,0.0010325165,0.00019666296,0.00055148295,0.0000021898195],"study_design_candidate":"bench_or_experimental","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":[0.0000027277758,0.00023542672,0.15161836,0.000011515346,0.0000031780912,0.000019499346,0.003024567,0.00069355476,0.3122143,0.12881796,0.000019286541,0.40333962],"study_design_scores_gemma":[0.0005125808,0.0005176876,0.09642471,0.0007229712,0.000015491509,0.0074277157,0.033720087,0.036007375,0.6538595,0.1561058,0.014028853,0.00065725774],"about_ca_topic_score_codex":0.0000028441996,"about_ca_topic_score_gemma":0.0000016977551,"teacher_disagreement_score":0.40268236,"about_ca_system_score_codex":0.00020273674,"about_ca_system_score_gemma":0.002486087,"threshold_uncertainty_score":0.44102114},"labels":[],"label_agreement":null},{"id":"W4285729361","doi":"10.3926/jotse.1578","title":"Implementation of design based learning for the development of SDGs educational games","year":2022,"lang":"en","type":"article","venue":"Journal of Technology and Science Education","topic":"Educational Games and Gamification","field":"Psychology","cited_by":6,"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":"Sustainable development; Education for sustainable development; Mathematics education; Game based learning; Resource (disambiguation); Game design; Computer science; Psychology; Knowledge management; Multimedia; Political science","score_opus":0.04066305080246647,"score_gpt":0.3924648319597465,"score_spread":0.35180178115728006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285729361","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":[0.95658165,0.00086675875,0.029317236,0.011927771,0.00095945876,0.0002678469,0.000001408142,0.0000035861306,0.00007426548],"genre_scores_gemma":[0.97063714,0.0000059116674,0.028941352,0.0000464976,0.0000394616,0.000100451565,0.0000028841253,0.0000030950503,0.00022318297],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991375,0.000045878125,0.00040349847,0.00010461501,0.00021529672,0.000093168324],"domain_scores_gemma":[0.9984154,0.00026541945,0.00073080254,0.00010104875,0.00046669264,0.000020597421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019131551,0.00004622805,0.000087317356,0.0006547652,0.00036835144,0.000007685446,0.00028342687,0.000025786767,0.00021223974],"category_scores_gemma":[0.0001794138,0.000036834314,0.000027422597,0.0007115071,0.00027570818,0.00008751181,0.000023477982,0.0001280927,3.8230587e-7],"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":[0.00012415145,0.000843343,0.10325673,0.00003509717,0.00006550011,3.7492217e-8,0.019960852,0.0011369663,0.032411776,0.15554376,0.002097651,0.6845241],"study_design_scores_gemma":[0.0005891686,0.00070231117,0.79890025,0.000026979515,0.00006383687,0.0000524555,0.13305455,0.0002891769,0.027565742,0.013302166,0.025335597,0.000117734155],"about_ca_topic_score_codex":0.000005941123,"about_ca_topic_score_gemma":0.0000016831616,"teacher_disagreement_score":0.69564354,"about_ca_system_score_codex":0.0000861781,"about_ca_system_score_gemma":0.003233639,"threshold_uncertainty_score":0.5736337},"labels":[],"label_agreement":null}]}