{"id":"W2487291315","doi":"10.4018/978-1-4666-8679-3.ch018","title":"Making Design Review Interactive","year":2015,"lang":"en","type":"book-chapter","venue":"Advances in media, entertainment and the arts (AMEA) book series","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Affordance; Computer science; Process (computing); Vagueness; Participatory design; Human–computer interaction; Design process; Communication design; Visualization; Citizen journalism; Multimedia; Engineering; Work in process; World Wide Web; Artificial intelligence","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":[0.00100018,0.0005005057,0.0007235673,0.0002692541,0.0001471463,0.00008343862,0.0009157785,0.0001554269,0.0001198219],"category_scores_gemma":[0.0002328642,0.0003644555,0.0001040055,0.00008255068,0.0008389122,0.004902129,0.0005909084,0.0007799914,0.00007007436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002570154,"about_ca_system_score_gemma":0.00004771856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001325397,"about_ca_topic_score_gemma":0.00003815653,"domain_scores_codex":[0.9976835,0.0001483567,0.0006946278,0.0006448609,0.0004812059,0.0003474369],"domain_scores_gemma":[0.9977818,0.0005342032,0.0007101687,0.0007325665,0.0001960185,0.00004522595],"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":[0.0002738234,0.00002147227,0.000005853804,0.0002022961,0.00009361417,0.00009334335,0.003118817,0.00001192892,0.000007153398,0.9601975,0.001643788,0.03433038],"study_design_scores_gemma":[0.0007086729,0.0001779497,0.00000274904,0.005327774,0.00004774295,0.0001070512,0.0002218218,0.0001249503,0.0001509106,0.2078211,0.7849037,0.000405595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.00001161897,0.4096013,0.05567183,0.01011432,0.003675836,0.002730497,0.0000178844,0.0002618611,0.5179149],"genre_scores_gemma":[0.01138946,0.8701183,0.013236,0.01127981,0.0005463993,0.0008211146,0.00008696441,0.0001496317,0.09237234],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7832599,"threshold_uncertainty_score":0.9998807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04301893943981581,"score_gpt":0.310736032092616,"score_spread":0.2677170926528001,"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."}}