{"id":"W2603081962","doi":"10.18260/p.25619","title":"MAKER: Fabricating a Flat-Pack Portable Display Using Laser Cutting and Kerf Bending","year":2016,"lang":"en","type":"article","venue":"","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Engineering drawing; PICASSO; Computer science; Subtractive color; Bending; Mechanical engineering; Hinge; Moiré pattern; CAD; Lattice (music); Computer graphics (images); Painting; Laser; Engineering; Structural engineering; Computer vision; Optics; Acoustics; Visual arts","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":[],"consensus_categories":[],"category_scores_codex":[0.0003023727,0.0001236697,0.000130928,0.00005921078,0.0003705175,0.0001861933,0.0003503152,0.00004625874,0.0000402523],"category_scores_gemma":[0.00005123822,0.00008695349,0.00003170744,0.0003113256,0.00004983347,0.0006218361,0.0004026604,0.0000678471,0.00003768724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006682655,"about_ca_system_score_gemma":0.0000349035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002088968,"about_ca_topic_score_gemma":0.00001387313,"domain_scores_codex":[0.9987617,0.00003010411,0.0002543964,0.0004329509,0.0001822918,0.0003386248],"domain_scores_gemma":[0.9990193,0.0001726687,0.000137983,0.0005085995,0.00004345874,0.0001179387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006045399,0.0001402731,0.04142937,0.00009347164,0.0001502006,0.00003045723,0.001414675,0.0004453891,0.2380394,0.4485696,0.004290941,0.2653902],"study_design_scores_gemma":[0.001192005,0.00005441817,0.007703083,0.0003942997,0.00005955622,0.0002549364,0.0003723049,0.8895574,0.07264808,0.01203536,0.01462036,0.001108197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06645022,0.00002804125,0.9227371,0.001481093,0.00004578124,0.0001503357,0.000003600011,0.0001929439,0.008910877],"genre_scores_gemma":[0.8775468,0.00001109942,0.120025,0.0002145868,0.0000514733,0.00001574696,0.000001240522,0.00001314033,0.002120887],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.889112,"threshold_uncertainty_score":0.3545861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297971821825025,"score_gpt":0.2678593867851983,"score_spread":0.244879668566948,"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."}}