{"id":"W6949607652","doi":"10.5281/zenodo.4424233","title":"Dryocoetes himalayensis Strohmeyer","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Twig; Interception; Stomoxys; Habitat","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":[0.00007769842,0.0004160536,0.0001648102,0.001455828,0.0009892866,0.0005031133,0.0002233876,0.0001857604,0.01075518],"category_scores_gemma":[0.000138847,0.0001283349,0.0001345615,0.0008176223,0.0003368992,0.0004471519,0.0006201096,0.000292627,0.002692199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002688727,"about_ca_system_score_gemma":0.0001781671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004352293,"about_ca_topic_score_gemma":0.00949741,"domain_scores_codex":[0.9999156,0.000008698968,0.000006099418,0.00002911988,0.00002438737,0.00001611249],"domain_scores_gemma":[0.9999284,0.000009633154,0.00003100302,0.000007206248,0.00001190052,0.00001183005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000624741,0.0002408178,0.2175281,0.002332552,0.0002544051,0.004599773,0.005714886,0.001440949,0.07411772,0.009464898,0.02267603,0.6610051],"study_design_scores_gemma":[0.0000351612,0.0001281243,0.7235345,0.0002796656,0.0001021581,0.006677565,0.002279052,0.0005119329,0.004774373,0.001388793,0.2602564,0.00003225287],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7284982,0.01911406,0.004693366,0.0004369412,0.0002973606,0.0002350726,0.008221523,0.0005082946,0.2379953],"genre_scores_gemma":[0.9771065,0.002445236,0.001838561,0.0001531328,0.00008095066,0.00002748522,0.002538404,0.00001985858,0.01578988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01075518,"threshold_uncertainty_score":0.03597969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02567854235527688,"score_gpt":0.2128267404970989,"score_spread":0.187148198141822,"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."}}