{"id":"W2901071316","doi":"10.4095/299044","title":"Remote sensing of natural disturbance caused by insect defoliation and dieback: a review","year":2016,"lang":"en","type":"review","venue":"","topic":"Leaf Properties and Growth Measurement","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Disturbance (geology); Insect; Natural (archaeology); Geography; Biology; Ecology; Archaeology; Paleontology","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":[0.001111629,0.0009230289,0.001567394,0.0040652,0.0003108979,0.001080553,0.0008746727,0.0009155309,0.003490363],"category_scores_gemma":[0.002022181,0.0004893678,0.0008474527,0.00490213,0.0004413446,0.00179737,0.0005186217,0.001276407,0.00113008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006436224,"about_ca_system_score_gemma":0.001942959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004133242,"about_ca_topic_score_gemma":0.005487692,"domain_scores_codex":[0.9996186,0.00005230047,0.00008217603,0.00007552801,0.0001490119,0.00002230865],"domain_scores_gemma":[0.9981292,0.0009788355,0.0002632525,0.00003252928,0.0005386826,0.0000575582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007315819,0.00007451813,0.0007109542,0.07597572,0.0002445169,0.0002070353,0.0001969994,0.0006356892,0.002208168,0.002532271,0.02719827,0.8899427],"study_design_scores_gemma":[0.000008535624,0.0001458379,0.005109603,0.0252113,0.0004189301,0.001166706,0.0002265409,0.0001757271,0.0008255892,0.00132254,0.9653392,0.0000494204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001100273,0.9990208,0.0000989596,0.0001444159,0.0001643617,0.000006168299,0.00002655482,0.000003078891,0.0004256957],"genre_scores_gemma":[0.0007421117,0.9985392,0.0001974117,0.00009442246,0.0001255368,0.000005999759,0.00003697792,0.000001471415,0.0002568765],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004133242,"threshold_uncertainty_score":0.01167643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06418274655166502,"score_gpt":0.265048562541608,"score_spread":0.200865815989943,"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."}}