{"id":"W6891595134","doi":"10.4224/23004783","title":"L'astronomie infrarouge","year":2018,"lang":"fr","type":"article","venue":"NPARC","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005933119,0.001126012,0.00168311,0.00324136,0.005392053,0.01098555,0.002092474,0.004026708,0.2775262],"category_scores_gemma":[0.0201943,0.0006522155,0.0007091137,0.001709707,0.002571998,0.003531321,0.004051114,0.005288353,0.1641992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005456127,"about_ca_system_score_gemma":0.009438389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01849042,"about_ca_topic_score_gemma":0.02060201,"domain_scores_codex":[0.9914765,0.00141742,0.0002393943,0.001093773,0.005072699,0.0007001774],"domain_scores_gemma":[0.9803526,0.002148398,0.0007692156,0.003499464,0.01133372,0.001896547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002531403,0.00008819105,0.003144997,0.0002429943,0.00003181033,0.0005344272,0.0005461031,0.0002490437,0.003460012,0.03368248,0.8030845,0.1546823],"study_design_scores_gemma":[0.00001158256,0.00001853694,0.001607105,0.00004127921,0.000002916803,0.0001351618,0.00008116379,0.0001274912,0.0005487113,0.0006693794,0.996747,0.000009704659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01319357,0.005494599,0.01033576,0.04293813,0.07752113,0.000393174,0.002866092,0.004934673,0.8423229],"genre_scores_gemma":[0.02376226,0.001442621,0.002982272,0.001806059,0.00447559,0.00008370395,0.0008729912,0.001122102,0.9634525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2775262,"threshold_uncertainty_score":0.9284177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819481927743886,"score_gpt":0.2319067287942231,"score_spread":0.2137119095167843,"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."}}