{"id":"W1635075005","doi":"","title":"MEASUREMENT OF CFHT IMAGES I. IDENTIFICATION, PHOTOMETRY AND CLASSIFICATION","year":2014,"lang":"en","type":"article","venue":"Americanae (AECID Library)","topic":"Satellite Image Processing and Photogrammetry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Photometry (optics); Astronomy; Astrophysics; Identification (biology); Stars","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004807623,0.0003591039,0.0002303622,0.003960175,0.0004520415,0.0007964241,0.0004428323,0.0004290442,0.00247357],"category_scores_gemma":[0.001808675,0.0001584661,0.0002493756,0.001738527,0.0002721728,0.0007394894,0.0006023124,0.0003079556,0.0009405091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005488701,"about_ca_system_score_gemma":0.0003480515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01636156,"about_ca_topic_score_gemma":0.01976381,"domain_scores_codex":[0.9992625,0.00005412478,0.00003374114,0.0001532314,0.0003576432,0.0001388258],"domain_scores_gemma":[0.998497,0.000177445,0.000250105,0.0002321862,0.0007253735,0.0001178907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002742264,0.0001152641,0.4779047,0.0002575576,0.00008810127,0.0002373612,0.0009517565,0.001784707,0.2649828,0.001016304,0.00232127,0.2500659],"study_design_scores_gemma":[0.000008227197,0.00008164827,0.9284596,0.00001788351,0.00004983625,0.0002926942,0.0003327208,0.004021543,0.06151815,0.0001817896,0.005012486,0.00002336036],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9491885,0.0005907732,0.0323379,0.00008355574,0.00002274366,0.0002488217,0.005432971,0.0007529237,0.01134185],"genre_scores_gemma":[0.9430641,0.0002522974,0.0470062,0.00004540881,0.00002580013,0.0001094885,0.006925871,0.0001203473,0.002450421],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01636156,"threshold_uncertainty_score":0.03253263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067635866192388,"score_gpt":0.2079574726683585,"score_spread":0.1972811140064347,"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."}}