{"id":"W2737422368","doi":"10.1017/9781316481165.006","title":"A Physical Computing Teaching Initiative in Brazil","year":2017,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mediation; Context (archaeology); Computer science; Entertainment; Interaction design; Class (philosophy); Process (computing); Human–computer interaction; Multimedia; Sociology; Visual arts; Social science; Artificial intelligence; Geography; Art","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001321132,0.0002631598,0.0003063236,0.0001660519,0.0001872914,0.00007516448,0.0003698882,0.0001832936,0.000002749065],"category_scores_gemma":[0.00003175526,0.0003501906,0.00009826127,0.000002728414,0.00008181636,0.0002010976,0.0001244821,0.00106768,0.00003187969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002210142,"about_ca_system_score_gemma":0.00006634123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006247083,"about_ca_topic_score_gemma":0.000003654616,"domain_scores_codex":[0.9992368,0.00005001231,0.0001177768,0.0002533509,0.0001365245,0.0002055916],"domain_scores_gemma":[0.9991537,0.0002094954,0.0001292783,0.0003695672,0.00004272064,0.00009519958],"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":[0.00003653932,0.00002386742,0.000004452378,0.0001601369,0.0001663173,0.0003200267,0.00186372,0.000223954,0.00008083969,0.9430013,0.03960019,0.01451869],"study_design_scores_gemma":[0.000395544,0.000015214,0.00007295394,0.0002680393,0.00007693568,0.00001049278,0.00009001305,0.004554036,0.0000889462,0.00001933168,0.9939763,0.0004322154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005365957,0.00004045728,0.001018114,0.00001414228,0.0003401534,0.0001910277,0.00004214789,0.0001892572,0.9976281],"genre_scores_gemma":[0.1073557,0.00002065699,0.0001390153,0.00005178555,0.0002535782,3.068116e-7,0.00002390689,0.00005415494,0.8921009],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9543761,"threshold_uncertainty_score":0.999895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03267980416729536,"score_gpt":0.2533683661305567,"score_spread":0.2206885619632614,"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."}}