{"id":"W7150958654","doi":"10.70675/c36ec938za275z4072z847dz2e151b2acde6","title":"Restitution du contenu en glace des nuages à partir de mesures à haute résolution spectrale dans l’infrarouge des instruments satellitaires IASI et IASI-NG","year":2021,"lang":"","type":"dissertation","venue":"","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Western europe; Nova scotia","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":[0.0003263418,0.0004529998,0.0003427704,0.0009403676,0.0004838629,0.0007453543,0.0003786184,0.0004163603,0.002684686],"category_scores_gemma":[0.0004320669,0.0002973446,0.0004425563,0.0007724378,0.0003468732,0.0009794581,0.0004369504,0.0004552111,0.000641887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005549362,"about_ca_system_score_gemma":0.0002039253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01919165,"about_ca_topic_score_gemma":0.01906264,"domain_scores_codex":[0.9997941,0.00001085545,0.000006131557,0.00009824264,0.0000593084,0.0000313917],"domain_scores_gemma":[0.9997109,0.00009317288,0.00004391871,0.00003415588,0.00009581483,0.00002200836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008674191,0.00008059626,0.1244645,0.0002044736,0.000193643,0.0002867653,0.00180422,0.03052348,0.7845824,0.0007138741,0.0006223908,0.05565631],"study_design_scores_gemma":[0.00002588395,0.0001819086,0.7546945,0.00003565505,0.0001175801,0.0001783536,0.0007271084,0.06579264,0.1714241,0.0003418293,0.006405893,0.00007461708],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9907161,0.0003821574,0.0050911,0.00003758662,0.00001292976,0.000005899296,0.000592264,0.0002319875,0.002930114],"genre_scores_gemma":[0.9925523,0.0001936466,0.003361952,0.00002275575,0.000007603019,0.00001328733,0.001267875,0.0000925192,0.002488191],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01919165,"threshold_uncertainty_score":0.03815991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150923085243515,"score_gpt":0.2773796439191126,"score_spread":0.2658704130666775,"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."}}