{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001164757,0.0001103246,0.00009726254,0.0000485563,0.00004176067,0.00004563907,0.00009319384,0.0000964389,0.01307741],"category_scores_gemma":[0.00001632018,0.0001321552,0.00004801539,0.0000889218,0.00009113374,0.0001861304,0.00002559028,0.0001119655,0.001369609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073628,"about_ca_system_score_gemma":0.00003595362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001334173,"about_ca_topic_score_gemma":0.0000224947,"domain_scores_codex":[0.9993823,0.00001862667,0.0001532453,0.0001138198,0.0001025996,0.0002294779],"domain_scores_gemma":[0.9996485,0.00001021041,0.00001837953,0.0001920028,0.00004096364,0.00008999322],"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":[0.000006543274,0.0000374922,0.0004641727,0.0000475164,0.0000326396,0.000002068492,0.0003595629,0.00001427672,0.1623316,0.1289745,0.5508834,0.1568463],"study_design_scores_gemma":[0.0001352705,0.00006489358,0.0005098135,0.00004415692,0.00001111663,0.000002596267,0.00001381551,0.002515154,0.1868991,0.00557782,0.8041038,0.0001225177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01433592,0.000452255,0.1491575,0.003251786,0.002415327,0.0001824713,0.00001582954,0.0006803337,0.8295086],"genre_scores_gemma":[0.8924837,0.0001061725,0.08158047,0.0004195024,0.002041633,0.00002174398,0.000008097779,0.00004319991,0.02329551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8781477,"threshold_uncertainty_score":0.9994079,"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."}}