{"id":"W4206548428","doi":"10.14778/3494124.3494141","title":"APEX","year":2021,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Apex (geometry); Medicine; Anatomy","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":[0.0004358757,0.0006541661,0.0004928835,0.0006016421,0.0006526122,0.002079156,0.002292171,0.0005639983,0.02949156],"category_scores_gemma":[0.001972212,0.0003877189,0.0003797301,0.0009130773,0.0003540976,0.003071656,0.002431211,0.001257907,0.0114009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008058405,"about_ca_system_score_gemma":0.00141846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002238574,"about_ca_topic_score_gemma":0.003139178,"domain_scores_codex":[0.9993373,0.00003870494,0.00005211409,0.0001276761,0.0003343635,0.000109878],"domain_scores_gemma":[0.9990012,0.00009930348,0.00005136422,0.0004317041,0.0003124566,0.0001040266],"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":[0.001431475,0.0002323937,0.004601541,0.0008875185,0.0001235225,0.0002781311,0.0002275565,0.008799028,0.04139818,0.0391084,0.3680824,0.5348299],"study_design_scores_gemma":[0.0001931181,0.0005763924,0.002648625,0.0001046611,0.0001045108,0.0005967389,0.0001376773,0.08293745,0.08338598,0.01672475,0.8124907,0.00009950589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1338502,0.01241361,0.2638547,0.002355938,0.00306306,0.0009900614,0.0250676,0.2357728,0.322632],"genre_scores_gemma":[0.5523697,0.004507512,0.1977953,0.001790808,0.000637928,0.0006547226,0.07438095,0.01309989,0.1547631],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9705085,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938007565954151,"score_gpt":0.2763615835010787,"score_spread":0.2569815078415372,"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."}}