{"id":"W4392288374","doi":"10.18280/ijdne.190133","title":"Hemiptera (Heteroptera) of the Infraorder Pentatomomorpha II of the Ile-Alatau State National Natural Park","year":2024,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad Nacional Agraria La Molina","keywords":"Heteroptera; Hemiptera; National park; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001359172,0.0001369325,0.0001004398,0.0006259603,0.0005734477,0.0002598478,0.0001465585,0.0000704147,0.0006999943],"category_scores_gemma":[0.0001297211,0.00008669742,0.00008103422,0.0004803345,0.0002093924,0.0001654944,0.0003357547,0.0001146079,0.00006958186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000339915,"about_ca_system_score_gemma":0.0006253884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02082347,"about_ca_topic_score_gemma":0.1010458,"domain_scores_codex":[0.9999249,0.00001658756,0.000005813137,0.00001770626,0.0000149164,0.00002003472],"domain_scores_gemma":[0.9998254,0.00002807144,0.00006550351,0.00001209737,0.00002969545,0.00003921269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000108149,0.00009259277,0.9570425,0.00006635481,0.00002066385,0.0003571167,0.001156251,0.0001829236,0.006661573,0.00008868651,0.0003653124,0.03385779],"study_design_scores_gemma":[0.000002023591,0.00005460808,0.9975377,0.000005655214,0.000005697601,0.0001736439,0.001098314,0.0001461537,0.0001448735,0.0000191904,0.000810591,0.000001515799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990554,0.00009184577,0.00009976119,0.00001337648,0.000001919662,0.00001349099,0.0001785304,0.000002896909,0.0005427616],"genre_scores_gemma":[0.9980413,0.0001293946,0.00064754,0.00001647667,0.000002420539,0.00001936087,0.0005530728,6.671322e-7,0.0005898441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02082347,"threshold_uncertainty_score":0.04140455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166338428677484,"score_gpt":0.2444943240926898,"score_spread":0.232830939805915,"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."}}