{"id":"W2332265466","doi":"10.1017/s1743921315008704","title":"Solar System Object Image Search: A precovery search engine","year":2015,"lang":"en","type":"article","venue":"Proceedings of the International Astronomical Union","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Ephemeris; Object (grammar); Computer science; Astronomy; Asteroid; Physics; Computer graphics (images); Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001159666,0.001480931,0.001049698,0.008721004,0.0006915326,0.002767615,0.00218413,0.001029664,0.02957488],"category_scores_gemma":[0.003358923,0.0006958154,0.0008501431,0.006788035,0.0003386162,0.003195794,0.00291536,0.0005704736,0.02471791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008245344,"about_ca_system_score_gemma":0.0009889487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007237422,"about_ca_topic_score_gemma":0.01052771,"domain_scores_codex":[0.9992794,0.0000734101,0.0001263919,0.0001849511,0.0002480014,0.00008783197],"domain_scores_gemma":[0.9989119,0.0003041128,0.0001006939,0.0002485526,0.0003037137,0.0001310114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001097332,0.0002244557,0.007971678,0.001795881,0.0002497934,0.0007766414,0.0005794385,0.002692329,0.01377163,0.01218015,0.6599791,0.2986816],"study_design_scores_gemma":[0.0006370358,0.0002541092,0.01833371,0.0004668162,0.0001986343,0.001341587,0.0008311786,0.1053708,0.06010868,0.01958025,0.7925874,0.0002897436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.03028618,0.003725282,0.1452799,0.000674325,0.000184134,0.001049886,0.3099544,0.4650976,0.04374829],"genre_scores_gemma":[0.09887487,0.001799371,0.232073,0.0005568797,0.0001252071,0.0007739038,0.6080148,0.02689774,0.03088429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02957488,"threshold_uncertainty_score":0.09893781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902774489527386,"score_gpt":0.2304910682938633,"score_spread":0.2114633233985894,"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."}}