{"id":"W7065336283","doi":"","title":"Développement d'une approche de classification orientée objet pour une meilleure caractérisation de la glace d'une rivière de taille moyenne à l'aide des images du satellite RADARSAT-1 et d'un système d'information géographique: cas de la rivière Saint-François, Québec.","year":2006,"lang":"fr","type":"dissertation","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Electrical and Electromagnetic Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fire history; Earth observation satellite; Digital surface","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":[0.001543757,0.001246259,0.0010619,0.002577751,0.001032416,0.004051172,0.001982478,0.002034484,0.006212095],"category_scores_gemma":[0.002775955,0.0006316782,0.001608355,0.00162055,0.0005559646,0.001503579,0.001263734,0.001278007,0.003960564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001505801,"about_ca_system_score_gemma":0.002618971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1006985,"about_ca_topic_score_gemma":0.1463896,"domain_scores_codex":[0.9989786,0.0001242492,0.000046672,0.000336833,0.0003611018,0.0001526328],"domain_scores_gemma":[0.998118,0.0001934085,0.00008852891,0.0001927254,0.001341958,0.00006546572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002231268,0.0001918833,0.01277488,0.0002913835,0.0003436813,0.000387199,0.0008728999,0.06476089,0.07005307,0.00499134,0.01297614,0.8321334],"study_design_scores_gemma":[0.00003832376,0.0001180105,0.01321693,0.0001354434,0.000176684,0.0002633372,0.001013687,0.917417,0.02630237,0.004680142,0.03653703,0.000101047],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0233875,0.0004414518,0.9662619,0.000445098,0.0001646315,0.0002237606,0.000554487,0.003439905,0.00508129],"genre_scores_gemma":[0.1416496,0.0005060734,0.8403669,0.0002940551,0.00007185501,0.000234299,0.002170511,0.0004036533,0.01430306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8993015,"threshold_uncertainty_score":0.2002247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03003976191530202,"score_gpt":0.3016083036617497,"score_spread":0.2715685417464477,"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."}}