{"id":"W581080078","doi":"","title":"Anything is a fridge: The implications of everyday designers","year":2009,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Everyday life; Guitar; Visual arts; Bass (fish); Aesthetics; Advertising; Art; Media studies; Sociology; Management; Business; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002291652,0.0001239839,0.0001389288,0.0001671149,0.0002357529,0.00006043356,0.0016466,0.00007457073,0.00003277535],"category_scores_gemma":[0.00003075626,0.0001085607,0.0001152706,0.001036617,0.00009376566,0.0006453086,0.00013061,0.0001681874,0.00003456898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007731615,"about_ca_system_score_gemma":0.00009482991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007333952,"about_ca_topic_score_gemma":0.0005153091,"domain_scores_codex":[0.9989952,0.0001229644,0.0001494195,0.0003270581,0.0001759593,0.0002294098],"domain_scores_gemma":[0.9986781,0.0001572372,0.00009715671,0.0008454524,0.000140361,0.00008168755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000165509,0.000969094,0.2462601,0.00005447552,0.0002530976,0.00007352008,0.003866127,0.001782547,0.002392986,0.378475,0.2997745,0.06593306],"study_design_scores_gemma":[0.003223846,0.001500173,0.09845196,0.0002052788,0.0002954275,2.179141e-7,0.02077802,0.02047989,0.1868212,0.06427208,0.6019085,0.002063451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2934396,0.0001079038,0.6725335,0.0200303,0.0001886947,0.000410167,0.00002270053,0.0002477128,0.0130195],"genre_scores_gemma":[0.9945452,0.00001683572,0.003534216,0.001019069,0.00001383649,3.749306e-7,0.000001253328,0.000003788536,0.00086548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7011055,"threshold_uncertainty_score":0.4426978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412394070750829,"score_gpt":0.2318231123138182,"score_spread":0.2076991716063099,"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."}}