{"id":"W2943105313","doi":"10.1145/3290607.3312820","title":"Idea Bits","year":2019,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Variety (cybernetics); Human–computer interaction; Set (abstract data type); Multimedia; Interaction design; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001783195,0.001213009,0.0004458771,0.001622621,0.001040187,0.004481891,0.001754372,0.001547074,0.1059642],"category_scores_gemma":[0.00759957,0.000801637,0.001338337,0.001341169,0.001502679,0.006185968,0.004997248,0.001980634,0.02486165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005926637,"about_ca_system_score_gemma":0.001125392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003355527,"about_ca_topic_score_gemma":0.0005261302,"domain_scores_codex":[0.9978598,0.0005399247,0.0002209002,0.0002599169,0.0009222666,0.0001972748],"domain_scores_gemma":[0.9967638,0.001155656,0.0001602448,0.001021345,0.0006592048,0.0002396691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005057656,0.000117732,0.0008465291,0.001873823,0.00006670458,0.000431651,0.002372237,0.002611606,0.01512082,0.4301602,0.1010807,0.4448122],"study_design_scores_gemma":[0.00008817785,0.000153929,0.0002762719,0.0003462755,0.00003570677,0.0006988836,0.0003241111,0.005125,0.01003944,0.07197998,0.9108641,0.00006820233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.008861409,0.002095604,0.7885486,0.001501873,0.001403298,0.000840274,0.002940476,0.01607401,0.1777345],"genre_scores_gemma":[0.1268484,0.002696253,0.6844598,0.001530701,0.0002338577,0.00243035,0.00653373,0.005842171,0.1694247],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1059642,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006237350382185741,"score_gpt":0.229086245682354,"score_spread":0.2228488953001683,"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."}}