{"meta":{"query_hash":"738461649c33","filters":{"venue":"Revista Diseña"},"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/738461649c33","api":"https://metacan.xera.ac/api/v1/cohort?venue=Revista+Dise%C3%B1a"},"results":[{"id":"W2793758728","doi":"10.7764/disena.12.88-103","title":"The Critical Experience of Making: Interview with Matt Ratto. Interviewers: I. Farías &amp; T. Sánchez Criado","year":2018,"lang":"es","type":"article","venue":"Revista Diseña","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"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":"Citizenship; Sociology; Order (exchange); Politics; Media studies; Political science; Law; Business","score_opus":0.06067263926313113,"score_gpt":0.38110456696516,"score_spread":0.3204319277020289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793758728","genre_codex":"methods","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":[0.16360494,0.0115012545,0.7841304,0.024337059,0.0040215896,0.0016181259,0.000049836814,0.000532905,0.010203868],"genre_scores_gemma":[0.99371934,0.00024879395,0.0039492194,0.0010448294,0.00028805464,0.00008534751,0.0000038994003,0.000046414254,0.00061411917],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960273,0.0006168806,0.0011342973,0.00092783454,0.0005803214,0.00071337074],"domain_scores_gemma":[0.9950009,0.00048569634,0.000667488,0.002180861,0.0015743176,0.00009074291],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010633621,0.0005065398,0.0006611584,0.00021575138,0.00057772076,0.0011066727,0.0026748837,0.00018731534,0.0005120838],"category_scores_gemma":[0.0010442894,0.00034336818,0.00020560586,0.0012287988,0.0037911856,0.00087996654,0.0011157491,0.00063382875,0.00067189743],"study_design_candidate":"not_applicable","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":[0.0001648968,0.00034447358,0.0011608276,0.001191714,0.00019804861,0.00003540315,0.006861129,2.9893795e-7,0.0023531134,0.91971976,0.009499055,0.0584713],"study_design_scores_gemma":[0.00051913946,0.0013726865,0.0037956897,0.010347769,0.00015112302,0.00026041488,0.0023105382,0.001332029,0.0068872613,0.0018412467,0.97024345,0.0009386563],"about_ca_topic_score_codex":0.000010980604,"about_ca_topic_score_gemma":0.000020438316,"teacher_disagreement_score":0.9607444,"about_ca_system_score_codex":0.00017976305,"about_ca_system_score_gemma":0.00013509065,"threshold_uncertainty_score":0.99993026},"labels":[],"label_agreement":null},{"id":"W2895794622","doi":"10.7764/disena.13.24-57","title":"Distributed Leadership: Interview with Jorge Frascara and Guillermina NoÃ«l","year":2018,"lang":"en","type":"article","venue":"Revista Diseña","topic":"Sustainable Design and Development","field":"Engineering","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":"University of Alberta","funders":"","keywords":"Presentation (obstetrics); Work (physics); Field (mathematics); Knowledge management; Psychology; Engineering ethics; Sociology; Computer science; Engineering","score_opus":0.026263908732089686,"score_gpt":0.20963014362011678,"score_spread":0.18336623488802709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895794622","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":[0.72073245,0.055300698,0.18346134,0.003249906,0.0007876669,0.0024940216,0.0001701808,0.0026743785,0.031129362],"genre_scores_gemma":[0.9984585,0.00019506666,0.00047598223,0.00016901821,0.00008157756,0.000024520252,0.000026779257,0.000034781777,0.0005337704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991849,0.000026165162,0.00017437941,0.00018725076,0.00011799119,0.00030931496],"domain_scores_gemma":[0.9995211,0.000024271549,0.000022583228,0.00024055624,0.00006389681,0.00012761645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013114065,0.00017803046,0.00021025955,0.000050199043,0.00006394573,0.00009779688,0.000118855896,0.000049002498,0.00017027432],"category_scores_gemma":[0.000026015518,0.00014415712,0.00002933981,0.00022722721,0.00009288313,0.00009224192,0.00003919095,0.000086222746,0.00007265798],"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":[0.00037367563,0.00031300477,0.03920733,0.0222944,0.0014037461,0.001037671,0.008834792,0.00021071351,0.0013692485,0.016880602,0.5160226,0.39205217],"study_design_scores_gemma":[0.001063353,0.00022737644,0.05159764,0.0012064022,0.000103051134,0.000072963,0.001975727,0.0032723066,0.0009515941,0.00010934255,0.9384606,0.0009596275],"about_ca_topic_score_codex":0.0000022311785,"about_ca_topic_score_gemma":0.0000024942374,"teacher_disagreement_score":0.422438,"about_ca_system_score_codex":0.00008456256,"about_ca_system_score_gemma":0.000024308225,"threshold_uncertainty_score":0.5878557},"labels":[],"label_agreement":null},{"id":"W4226194952","doi":"10.7764/disena.20.article.2","title":"“Squeaky/Pain”: Cultivando experiencias perturbadoras y la transición de perspectivas para las interacciones somaestéticas","year":2022,"lang":"es","type":"article","venue":"Revista Diseña","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Humanities; Persona; Philosophy; Art","score_opus":0.01775589526934398,"score_gpt":0.3041764665743992,"score_spread":0.2864205713050552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226194952","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":[0.8866067,0.0052451803,0.08795632,0.01209749,0.0014978084,0.001258612,0.000083484556,0.0010595052,0.0041949037],"genre_scores_gemma":[0.9953861,0.00016582609,0.001670295,0.0010973515,0.0002904669,0.00044514914,0.000028120188,0.000087279834,0.0008294076],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99415064,0.0019737158,0.0008564057,0.0013377882,0.00074700353,0.0009344447],"domain_scores_gemma":[0.99672246,0.0009545447,0.00048890867,0.0012790827,0.00037154564,0.00018344904],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015136851,0.0006733598,0.00073468697,0.0005871956,0.0012877295,0.0009931169,0.0019130862,0.00023254723,0.0010099167],"category_scores_gemma":[0.00095370924,0.00069820957,0.00043710126,0.001500025,0.0005181316,0.00096521806,0.0008717365,0.0016847895,0.0001469799],"study_design_candidate":"not_applicable","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":[0.00033208198,0.0016605217,0.004413034,0.00032118714,0.0003471642,0.0010238113,0.04858366,0.0001173522,0.016794015,0.8869698,0.010424299,0.029013045],"study_design_scores_gemma":[0.0026779869,0.0018804653,0.012710568,0.00096803677,0.00025159382,0.001821358,0.031997893,0.028898088,0.0079450235,0.005024708,0.903175,0.0026492896],"about_ca_topic_score_codex":0.000069935726,"about_ca_topic_score_gemma":0.000004182408,"teacher_disagreement_score":0.8927507,"about_ca_system_score_codex":0.0013486706,"about_ca_system_score_gemma":0.00040845317,"threshold_uncertainty_score":0.9999033},"labels":[],"label_agreement":null},{"id":"W4323055029","doi":"10.7764/disena.22.article.7","title":"Design Processes and Tools as Oppression? Rethinking our Design Practice for more Just Design Outcomes","year":2023,"lang":"en","type":"article","venue":"Revista Diseña","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emily Carr University of Art and Design","funders":"","keywords":"Oppression; Reflexivity; Sociology; Engineering ethics; Design thinking; Context (archaeology); Epistemology; Computer science; Political science; Engineering; Social science; Politics; Human–computer interaction","score_opus":0.23311490540450414,"score_gpt":0.36822663779080944,"score_spread":0.1351117323863053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323055029","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012975088,0.015421253,0.9075502,0.024513647,0.0023621067,0.019581325,0.0003759381,0.004558076,0.012662347],"genre_scores_gemma":[0.89302987,0.0027159427,0.05160708,0.004711586,0.0021106522,0.0024257542,0.00018134213,0.0004759356,0.042741865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973774,0.00040355173,0.00054212817,0.00063628727,0.00045554497,0.0005850754],"domain_scores_gemma":[0.99419194,0.004388927,0.00032469703,0.00044994213,0.00044707916,0.0001974103],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001747655,0.00042853208,0.0005699151,0.00015093574,0.001040736,0.0022845962,0.00035986395,0.00012452192,0.00013899182],"category_scores_gemma":[0.004399544,0.00033588154,0.00013073487,0.00018145553,0.00012685616,0.0014574218,0.0000978342,0.00021314879,0.00017657253],"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":[0.0027985347,0.00084380736,0.00020552,0.00566927,0.0007890886,0.00033993775,0.17026816,0.0018706999,0.00087682554,0.17233977,0.60862,0.03537838],"study_design_scores_gemma":[0.004730465,0.0020765844,0.00039619437,0.0026153002,0.002115272,0.000102624836,0.13299297,0.008563459,0.0017270319,0.039415054,0.80172795,0.0035370782],"about_ca_topic_score_codex":0.000023274113,"about_ca_topic_score_gemma":0.0000034769187,"teacher_disagreement_score":0.8800548,"about_ca_system_score_codex":0.00004827861,"about_ca_system_score_gemma":0.00031242453,"threshold_uncertainty_score":0.99990934},"labels":[],"label_agreement":null}]}