{"id":"W3101926739","doi":"","title":"LIVEIA: A Light-based Immersive Visualization Environment for Imaginative Actualization","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Metaphor; Visualization; Human–computer interaction; Computer science; Cognitive science; Computer graphics (images); Artificial intelligence; Psychology","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":[0.0007697612,0.0008661441,0.0004441949,0.0006660084,0.0005222514,0.002128386,0.001682432,0.0008140028,0.02883543],"category_scores_gemma":[0.002088625,0.0004574218,0.0008679831,0.000254248,0.0007505435,0.002115243,0.004462269,0.001459661,0.003450169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211847,"about_ca_system_score_gemma":0.0003511995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000270522,"about_ca_topic_score_gemma":0.0006431828,"domain_scores_codex":[0.9997067,0.0001032542,0.00001487522,0.00004705318,0.00008514,0.00004294463],"domain_scores_gemma":[0.998929,0.0005992141,0.00004336127,0.0001665074,0.00008082924,0.0001810618],"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":[0.002792747,0.001560253,0.002560511,0.002646596,0.0002382263,0.002371347,0.01490924,0.01644327,0.2507404,0.1414814,0.1113186,0.4529375],"study_design_scores_gemma":[0.0009006293,0.001060617,0.004251893,0.0006823997,0.0001710142,0.002243708,0.001660533,0.1013059,0.06467826,0.08110411,0.7415646,0.0003763587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03691262,0.001125352,0.8964255,0.0008903553,0.0004513258,0.000550075,0.001764533,0.02610397,0.03577635],"genre_scores_gemma":[0.2601241,0.001488179,0.7007019,0.0007757866,0.0002928171,0.001701469,0.001976965,0.004464397,0.02847433],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02883543,"threshold_uncertainty_score":0.09646416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04181158649878049,"score_gpt":0.3886442212571687,"score_spread":0.3468326347583883,"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."}}