{"id":"W3045834671","doi":"10.1162/leon_a_01942","title":"Special Section: Leonardo Abstracts Service: Top-Rated LABS Abstracts 2019","year":2020,"lang":"en","type":"article","venue":"Leonardo","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Section (typography); Art; Art history; Library science; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001669561,0.001873695,0.002296136,0.004841498,0.00289533,0.01471328,0.002485327,0.003795932,0.8973212],"category_scores_gemma":[0.01211197,0.0008453727,0.001381776,0.005884293,0.0006755656,0.007232942,0.005569386,0.003154254,0.926321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002466833,"about_ca_system_score_gemma":0.00441967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005763965,"about_ca_topic_score_gemma":0.01138339,"domain_scores_codex":[0.9976177,0.0001717915,0.0001723153,0.0003775443,0.001278376,0.0003823243],"domain_scores_gemma":[0.9857789,0.000687681,0.0006400539,0.0009056558,0.006677053,0.005310658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008978431,0.000006915066,0.00002934823,0.00006529428,7.986887e-7,0.00001173451,0.000004105567,0.000005240815,0.00003415235,0.0001049708,0.9940035,0.00572491],"study_design_scores_gemma":[0.0000129958,0.00001284597,0.0002346043,0.00009771522,0.000001893166,0.00002333001,0.00003049582,0.00001904393,0.00004740175,0.00009998441,0.9994124,0.000007266528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004593887,0.003034502,0.0007086715,0.008178589,0.02674527,0.000954148,0.03460603,0.009179217,0.9161342],"genre_scores_gemma":[0.001032046,0.001638724,0.0002858763,0.001987906,0.004417614,0.0003134462,0.009715498,0.002233682,0.9783751],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8973212,"threshold_uncertainty_score":0.1464589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704286479554169,"score_gpt":0.2575627355028379,"score_spread":0.2305198707072962,"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."}}