{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03776095,0.001214556,0.0009208338,0.005256936,0.03617841,0.0368267,0.003782118,0.01023204,0.0102539],"category_scores_gemma":[0.04090428,0.001424876,0.0006988475,0.003969946,0.07500608,0.04348563,0.01727491,0.01217209,0.001763414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01408265,"about_ca_system_score_gemma":0.009247449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008660972,"about_ca_topic_score_gemma":0.01050417,"domain_scores_codex":[0.9341581,0.05660945,0.0009802993,0.001989439,0.003655578,0.002607059],"domain_scores_gemma":[0.9215759,0.06168686,0.002640198,0.003502547,0.004374582,0.00621996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007321752,0.0001491832,0.00316909,0.0003111121,0.00001198108,0.001261276,0.5880502,0.0001048101,0.000122659,0.3553326,0.02514688,0.0262669],"study_design_scores_gemma":[0.00004099918,0.00007895815,0.001117799,0.0006138696,0.00001453299,0.001481417,0.6736725,0.0001772865,0.0001509463,0.1328096,0.1897857,0.00005633007],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1394791,0.04497321,0.01647234,0.3453852,0.003120929,0.0002245113,0.0000992983,0.0002311202,0.4500144],"genre_scores_gemma":[0.9485214,0.008806125,0.004908282,0.02036812,0.0004772397,0.0002187782,0.00003046013,0.0002130415,0.0164565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03776095,"threshold_uncertainty_score":0.1997014,"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."}}