{"id":"W2987431950","doi":"10.1145/3355089.3356524","title":"ZoomOut","year":2019,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Upsampling; Initialization; Computer science; Algorithm; Code (set theory); Range (aeronautics); Function (biology); Noise (video); Artificial intelligence; Image (mathematics)","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":[0.00004803616,0.00009215021,0.00009957742,0.0001757007,0.00004990755,0.00001682685,0.0001455968,0.00006722884,0.0002404802],"category_scores_gemma":[0.000002390916,0.00009167838,0.0001278285,0.0003174681,0.00001071485,0.00005562014,8.016021e-7,0.0002080616,0.0004051492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001178384,"about_ca_system_score_gemma":0.000003725109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008372062,"about_ca_topic_score_gemma":0.0000176355,"domain_scores_codex":[0.9995339,0.000006789767,0.0001021086,0.0001117486,0.0001124383,0.0001330088],"domain_scores_gemma":[0.9994887,0.00003730727,0.000006520374,0.0004056153,0.00001853843,0.00004337668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005902005,0.00006136506,0.0003597927,0.0000483857,0.0002248284,0.000002174568,0.0001982505,0.9660655,0.001140131,0.000327793,0.0002659701,0.03129989],"study_design_scores_gemma":[0.0005916009,0.00008827614,0.0005565455,0.0000616403,0.0001711211,0.000006369365,0.0001488798,0.982289,0.004631551,0.005101799,0.005769159,0.0005840324],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3007717,0.0001362741,0.6942974,0.0002803989,0.0004515806,0.00007748581,0.00001632132,0.0006328398,0.003335962],"genre_scores_gemma":[0.9982778,0.0002061581,0.0008715951,0.0001246716,0.0000147374,0.00000635973,0.000003521038,0.00002251639,0.0004725746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6975062,"threshold_uncertainty_score":0.5207509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049394652632177,"score_gpt":0.2061241597221103,"score_spread":0.1956302131957885,"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."}}