{"id":"W6930343151","doi":"10.5281/zenodo.10845025","title":"Galaxy10 DECaLS","year":2021,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Galaxy; Class (philosophy); Image (mathematics); Code (set theory); Source code; Image resolution","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":[0.001016805,0.00431995,0.001914183,0.00382854,0.001631047,0.003029892,0.004717276,0.00305226,0.02886835],"category_scores_gemma":[0.003746809,0.0009762806,0.002269387,0.005252073,0.0007914116,0.002169771,0.003139463,0.002773526,0.0923534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001767395,"about_ca_system_score_gemma":0.001875248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02747847,"about_ca_topic_score_gemma":0.05798962,"domain_scores_codex":[0.9983428,0.0002422811,0.0001467851,0.0005613206,0.0004115707,0.0002953574],"domain_scores_gemma":[0.9986064,0.0001815648,0.0001072194,0.000562533,0.000376047,0.0001661709],"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":[0.0001081193,0.00005255356,0.0009712577,0.0005255679,0.00005640314,0.00004036829,0.00003632008,0.0005567154,0.0003752295,0.0004747735,0.9930501,0.003752541],"study_design_scores_gemma":[0.0002571977,0.00004684551,0.00516033,0.0001808902,0.00004362183,0.000168515,0.0001470024,0.00174196,0.001298912,0.001408079,0.9894874,0.00005928671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008310372,0.0001940772,0.000261663,0.000110272,0.0000731926,0.00003445314,0.9935521,0.003425048,0.001518271],"genre_scores_gemma":[0.0004611899,0.000035384,0.0004164674,0.00004081562,0.000006871364,0.00004600881,0.9983759,0.0001930496,0.0004243698],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02886835,"threshold_uncertainty_score":0.09657425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575977858063747,"score_gpt":0.226502652044703,"score_spread":0.2007428734640655,"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."}}