{"id":"W2622262000","doi":"","title":"Photometric Calibration of Wide Field Imagers","year":2013,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Art","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":[0.003152362,0.0008116931,0.0006030391,0.004092617,0.0004048406,0.002251521,0.001678751,0.001146072,0.005110116],"category_scores_gemma":[0.005687455,0.0005784957,0.0006249856,0.004434521,0.0005448514,0.002343237,0.001246137,0.001086995,0.007457491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106338,"about_ca_system_score_gemma":0.0004671276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157044,"about_ca_topic_score_gemma":0.001677509,"domain_scores_codex":[0.9972472,0.0003356688,0.0001308608,0.001007052,0.001140244,0.000139014],"domain_scores_gemma":[0.9969568,0.0002718797,0.0002515755,0.0007428601,0.001728189,0.00004871213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001290694,0.00004538275,0.01334954,0.0009169899,0.0001680592,0.00005694287,0.0003463862,0.005857146,0.04929321,0.02031434,0.02640452,0.8831185],"study_design_scores_gemma":[0.00003211548,0.0001017865,0.1412473,0.0008243502,0.0001839142,0.001249885,0.0004534784,0.03103369,0.1149472,0.01578198,0.6939327,0.0002116808],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04167739,0.03278903,0.8490583,0.0008197533,0.001598056,0.0002570728,0.005572236,0.006186811,0.06204137],"genre_scores_gemma":[0.2760768,0.02804528,0.6326683,0.00100726,0.001786298,0.0003910931,0.01992687,0.00445141,0.03564663],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005110116,"threshold_uncertainty_score":0.01709503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123715973201601,"score_gpt":0.2451034643060015,"score_spread":0.2338663045739855,"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."}}