{"id":"W4302013326","doi":"10.26906/sunz.2022.3.104","title":"TECHNICAL ASPECTS OF AVIATION FIREFIGHTING IN ECOSYSTEMS: THE EXPERIENCE OF FOREIGN COUNTRIES","year":2022,"lang":"en","type":"article","venue":"Системи управління навігації та зв’язку Збірник наукових праць","topic":"Environmental and Industrial Safety","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Firefighting; Aviation; Aeronautics; China; Military aviation; Business; Engineering; Environmental resource management; Environmental science; Political science; Geography; Aerospace engineering","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":[0.001572196,0.000495412,0.0002943433,0.0007229813,0.002570267,0.002420937,0.0003574287,0.0008923319,0.002419336],"category_scores_gemma":[0.001209064,0.0001505631,0.0002954463,0.001390763,0.001602656,0.001681164,0.001580578,0.0009200563,0.0004793249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470471,"about_ca_system_score_gemma":0.001597893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00719716,"about_ca_topic_score_gemma":0.008123475,"domain_scores_codex":[0.9992829,0.0002964379,0.00003307324,0.00005979071,0.00006614689,0.0002616522],"domain_scores_gemma":[0.9991529,0.0002090474,0.000121994,0.00004339685,0.0001194842,0.0003531753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005134572,0.0004292326,0.1338584,0.001734839,0.00009210944,0.01052002,0.5234453,0.002490192,0.006073385,0.02035828,0.02249525,0.2779896],"study_design_scores_gemma":[0.00001248491,0.0006511926,0.1138953,0.0007854388,0.0000451387,0.006997555,0.5027957,0.00040366,0.001796744,0.001261526,0.3712541,0.0001010594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9301903,0.02450041,0.0009628974,0.003035249,0.0004343332,0.0000125955,0.0000718034,0.00003148976,0.04076082],"genre_scores_gemma":[0.9733213,0.01453835,0.0004531992,0.0009680441,0.00009180518,0.000009721907,0.00005579098,0.00002249839,0.01053931],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00719716,"threshold_uncertainty_score":0.01431054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125908958634235,"score_gpt":0.2162593508795535,"score_spread":0.20366845501613,"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."}}