{"id":"W6887786340","doi":"10.17863/cam.111233.2","title":"Design spaces and creativity: playing with LEGO® bricks","year":2025,"lang":"en","type":"other","venue":"Open MIND","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Presentation (obstetrics); Task (project management); License; Resource (disambiguation); Portuguese; Download","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001441075,0.0001501901,0.000179939,0.0001017111,0.00003184843,0.0003218026,0.0001418239,0.0001022193,0.008708922],"category_scores_gemma":[0.00002152982,0.0001352863,0.00000752203,0.00009942004,0.00001856129,0.0001263477,0.00003066788,0.0001382284,0.0002305804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001639324,"about_ca_system_score_gemma":0.0001038555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001812063,"about_ca_topic_score_gemma":0.0001187734,"domain_scores_codex":[0.9995432,0.00004405403,0.00006493306,0.0001763752,0.00006493182,0.0001065239],"domain_scores_gemma":[0.9995812,0.0001573413,0.00004311983,0.0001642803,0.000009549549,0.00004452113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003465949,0.00003531476,0.0001466879,0.00009587526,0.0003075466,0.00002554493,0.0009893165,0.0002116071,0.00009470322,0.00005019551,0.7579102,0.2400983],"study_design_scores_gemma":[0.0001658175,0.00001672772,0.00003934409,0.0002210969,0.0000639983,0.000008860154,0.0001579541,0.0002312144,0.0002045174,0.000005033902,0.9986958,0.0001896331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000323063,0.0007474377,0.02681326,0.00008256966,0.0001463858,0.0003588015,0.000009740845,0.00001365001,0.9717959],"genre_scores_gemma":[0.001328818,0.0001784931,0.05074884,0.00002764943,0.00006232796,0.00002014784,0.000009073777,0.000124091,0.9475005],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2407856,"threshold_uncertainty_score":0.9921973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04498727223490362,"score_gpt":0.303915267631965,"score_spread":0.2589279953970614,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}