{"id":"W2131916779","doi":"10.7202/008900ar","title":"Canadian use of aircraft for plant protection","year":2004,"lang":"en","type":"article","venue":"Phytoprotection","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Abiotic component; Fixed wing; Wing; Frost (temperature); Biology; Engineering; Aeronautics; Ecology; Geography; Aerospace engineering; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001000867,0.00005767424,0.00005818794,0.00005320878,0.0001329454,0.000006832437,0.00004420117,0.00005574324,0.0001241095],"category_scores_gemma":[0.00002948633,0.00005740929,0.00003257968,0.0001260251,0.00003654678,0.0001629343,0.00001536943,0.00005555728,0.00006431888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004130233,"about_ca_system_score_gemma":0.00001685539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2665145,"about_ca_topic_score_gemma":0.4392024,"domain_scores_codex":[0.9995396,0.00001007873,0.00009516134,0.0001386644,0.0000636829,0.0001528656],"domain_scores_gemma":[0.9997972,0.000004995521,0.00004619707,0.00009977531,0.000006188668,0.00004568926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00128275,0.00104263,0.02839441,0.0004587683,0.0002218473,0.0000272123,0.00203777,0.4460098,0.3501768,0.01520079,0.009829297,0.1453179],"study_design_scores_gemma":[0.002263182,0.001854448,0.5173211,0.00006117195,0.00005873478,0.00005791167,0.00006191488,0.004150284,0.1823055,0.04979032,0.2414819,0.0005934715],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354455,0.000003206941,0.06058314,0.0005056932,0.0005000392,0.001996909,0.00001541272,0.00005317938,0.0008969028],"genre_scores_gemma":[0.9975558,0.000001891584,0.001670694,0.00009253769,0.00003225772,0.0003641024,0.000005837883,0.000006382462,0.0002704975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4889266,"threshold_uncertainty_score":0.7383698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997686297228722,"score_gpt":0.2011100339226634,"score_spread":0.1811331709503761,"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."}}