{"id":"W2171170536","doi":"10.1109/igarss.2003.1293983","title":"Coarse resolution satellite mapping of insect-induced tree defoliation and mortality","year":2004,"lang":"en","type":"article","venue":"","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Vegetation (pathology); Balsam; Remote sensing; Environmental science; Forestry; Cartography; Geography; Physical geography; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001351298,0.0001381975,0.00009917495,0.0007207927,0.0001301766,0.0002006105,0.0001056197,0.00009426475,0.0004962762],"category_scores_gemma":[0.0003757132,0.00007622035,0.00009099916,0.000543372,0.00009172541,0.00009779743,0.0001172596,0.00008091708,0.0001045876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005986862,"about_ca_system_score_gemma":0.0002289511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.129472,"about_ca_topic_score_gemma":0.2980071,"domain_scores_codex":[0.9999393,0.000006121801,0.000002394007,0.00001296083,0.00002596893,0.00001318422],"domain_scores_gemma":[0.9997255,0.00003198296,0.00007926123,0.00001998259,0.000110549,0.00003270178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001577125,0.0000856761,0.8690705,0.00007221218,0.00008487254,0.0002060685,0.0003225181,0.02311799,0.03904761,0.0001608211,0.001329181,0.06634488],"study_design_scores_gemma":[0.000002476937,0.00001250913,0.9908358,0.00000334886,0.000005946312,0.00003651942,0.00004320977,0.008270834,0.0005932819,0.00001299745,0.0001807183,0.000002413371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978889,0.00006824767,0.0005899906,0.00001081614,0.000001161274,0.000008243564,0.0007076785,0.00004010773,0.000684835],"genre_scores_gemma":[0.9973004,0.0000483315,0.00138935,0.000006052142,0.000002055177,0.000004500651,0.0009856719,0.000003565344,0.0002601317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.129472,"threshold_uncertainty_score":0.2574368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02875507237123696,"score_gpt":0.228691215433324,"score_spread":0.1999361430620871,"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."}}