{"id":"W3137872547","doi":"","title":"Visual Performance in Astronomy near the Scotopic Threshold Part 2: Vision versus CCD","year":2004,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"CCD and CMOS Imaging Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Scotopic vision; Astronomy; Physics; Photopic vision; Mesopic vision; Optometry; Optics; Astrophysics; Medicine; Retina","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001704418,0.0001086553,0.0001828953,0.000007618446,0.0001000667,0.00003104939,0.000285782,0.00003374241,0.00002126243],"category_scores_gemma":[0.00000738774,0.00006925126,0.0001881418,0.0000661499,0.0001161923,0.00006825731,0.00004341042,0.0004215979,6.998447e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004686325,"about_ca_system_score_gemma":0.0004690224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004057235,"about_ca_topic_score_gemma":0.006602836,"domain_scores_codex":[0.9991158,0.00001260531,0.0003346752,0.00006275842,0.0002359703,0.0002382268],"domain_scores_gemma":[0.999649,0.00004438174,0.0001071329,0.0001082123,0.00002369103,0.00006755747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00003963686,0.00001783267,0.0148332,0.00001145994,0.00005342438,2.469355e-7,0.0001013204,0.9804142,0.00003038003,0.000006311058,0.002548163,0.001943827],"study_design_scores_gemma":[0.006247035,0.0003620999,0.6571071,0.0005450964,0.00009181028,0.000004954294,0.001197339,0.2783298,0.004790212,0.00002253602,0.05090518,0.000396854],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978875,0.0001141126,0.0001029861,0.001019871,0.0007019371,0.00005729018,0.000001986409,0.000004236502,0.0001100616],"genre_scores_gemma":[0.9990668,0.000002312461,0.0006384693,0.00003395204,0.0002097227,7.40722e-7,2.78712e-7,0.00001088644,0.00003679018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7020844,"threshold_uncertainty_score":0.6133352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004207612383758457,"score_gpt":0.1855793724960058,"score_spread":0.1813717601122473,"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."}}