{"meta":{"query_hash":"02c0b24a6cd3","filters":{"venue":"Research in Integrated STEM Education"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/02c0b24a6cd3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Research+in+Integrated+STEM+Education"},"results":[{"id":"W4381618419","doi":"10.1163/27726673-bja00012","title":"Reviewing Design Thinking in and out of Education","year":2023,"lang":"en","type":"article","venue":"Research in Integrated STEM Education","topic":"Design Education and Practice","field":"Engineering","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":"Western University","funders":"","keywords":"Design thinking; Engineering ethics; Process (computing); Management science; Critical systems thinking; Visualization; Computer science; Critical thinking; Mathematics education; Psychology; Engineering; Human–computer interaction; Artificial intelligence","score_opus":0.2518292998987805,"score_gpt":0.44951164389094744,"score_spread":0.19768234399216694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381618419","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08698334,0.78941494,0.032489255,0.032628994,0.008961709,0.0002484806,0.0003745917,0.0001507762,0.048747923],"genre_scores_gemma":[0.4091431,0.5514707,0.024191046,0.0053328853,0.0029314007,0.0003221796,0.00053397124,0.0001419664,0.0059327986],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.986984,0.0072749257,0.0014586627,0.00077920675,0.003222082,0.00028104114],"domain_scores_gemma":[0.8977052,0.08057808,0.004292224,0.002293891,0.014234906,0.00089573936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012675209,0.00051681313,0.0007667255,0.013626193,0.00156537,0.0058098678,0.00088320783,0.0013088095,0.0017405313],"category_scores_gemma":[0.046848662,0.00031581393,0.00053694536,0.010719299,0.0046698656,0.0056925802,0.0016609291,0.0017901388,0.00035060753],"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":[0.00005629505,0.00008687018,0.0065637818,0.022120701,0.00017559342,0.0007364127,0.06656452,0.0011302171,0.001891065,0.0858465,0.033060584,0.78176737],"study_design_scores_gemma":[0.000008472349,0.00011620226,0.010934806,0.055195495,0.00016723697,0.0012474003,0.068373516,0.0006607352,0.0025796006,0.028493512,0.8321664,0.00005657524],"about_ca_topic_score_codex":0.0028619259,"about_ca_topic_score_gemma":0.0045046066,"teacher_disagreement_score":0.013626193,"about_ca_system_score_codex":0.0037241015,"about_ca_system_score_gemma":0.011470749,"threshold_uncertainty_score":0.06703371},"labels":[],"label_agreement":null}]}