{"id":"W2982702290","doi":"10.3847/1538-3881/ab44d3","title":"Search for Nanosecond Near-infrared Transients around 1280 Celestial Objects","year":2019,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Physics; Infrared; Nanosecond; Extinction (optical mineralogy); Astronomy; Observatory; Photometer; Astrophysics; Stars; Telescope; Optics; Laser","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":[0.0003669065,0.0001843082,0.0002854605,0.001306088,0.0006213171,0.000503355,0.0003885399,0.0004048758,0.001389755],"category_scores_gemma":[0.0004936791,0.0001818528,0.0001748497,0.000994495,0.0001856037,0.0003398627,0.0004071448,0.0002707612,0.0004349569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002545777,"about_ca_system_score_gemma":0.000150362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035283,"about_ca_topic_score_gemma":0.002016182,"domain_scores_codex":[0.9998564,0.000008576868,0.000007854936,0.00005135095,0.00004287797,0.00003296663],"domain_scores_gemma":[0.9992787,0.0001294329,0.0002106156,0.00008889267,0.00009478336,0.000197511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006469261,0.0002643971,0.7112246,0.00008881188,0.00007026087,0.0009139316,0.0007469405,0.0006953243,0.2533853,0.0003138655,0.0003646117,0.03128508],"study_design_scores_gemma":[0.00001323623,0.0003535685,0.975225,0.000008290959,0.00004257192,0.0006612784,0.0001987367,0.001463961,0.01952932,0.0001004788,0.002391502,0.00001213714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984747,0.00008575262,0.0004954169,0.00001398382,0.000003184334,0.000008148569,0.0001927069,0.00004295777,0.0006831822],"genre_scores_gemma":[0.9963306,0.00005804487,0.002115617,0.00001918557,0.00001678946,0.00001144142,0.0008945279,0.00001254822,0.000541378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001389755,"threshold_uncertainty_score":0.004649162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603211939874258,"score_gpt":0.2614057786753294,"score_spread":0.2453736592765868,"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."}}