{"id":"W1665456700","doi":"","title":"ETUDE DE LA VARIABILITÉ CLIMATIQUE DES HAUTES LATITUDES NORD, DÉRIVÉE D'OBSERVATIONS SATELLITES MICRO-ONDES.","year":2005,"lang":"fr","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Geology; Geography; Physical geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01042094,0.0006277106,0.0005617329,0.0001834782,0.001819663,0.0005757203,0.002041096,0.0009025841,0.002470307],"category_scores_gemma":[0.0041084,0.0006880774,0.0002827781,0.0009985162,0.002587078,0.0008721553,0.0004805943,0.0009832935,0.0006103566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007105526,"about_ca_system_score_gemma":0.0004793444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00654044,"about_ca_topic_score_gemma":0.06531201,"domain_scores_codex":[0.9879245,0.00835351,0.0009537328,0.001193722,0.0005793179,0.0009952779],"domain_scores_gemma":[0.9894869,0.007460948,0.0006894255,0.001346098,0.0005921484,0.0004244303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000031748,0.001715524,0.5762102,0.0002677151,0.0001107225,0.000016711,0.04754594,0.001281195,0.1682719,0.1807731,0.0005192069,0.02325604],"study_design_scores_gemma":[0.0004923221,0.000002450807,0.8541625,0.001248651,0.000130141,0.00005377876,0.0008680401,0.01111152,0.09987121,0.01755804,0.01361268,0.0008886635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8822446,0.00133342,0.00924477,0.006241237,0.0002170934,0.0005624593,0.0001595263,0.0001906219,0.09980622],"genre_scores_gemma":[0.7103213,0.004585067,0.2465859,0.00046291,0.00004393824,0.0001603501,0.001303118,0.00007359747,0.03646383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2779523,"threshold_uncertainty_score":0.999557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197469041646062,"score_gpt":0.2327338215963435,"score_spread":0.2207591311798829,"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."}}