{"id":"W6967420847","doi":"10.5281/zenodo.10167151","title":"Seeversiella globicollis AB, BC, MB, NB, NF, NS, ON, QC, SK","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Plant litter; Litter; Beech; Western Hemlock; Humus; Deciduous; Willow","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008366762,0.0001892161,0.0001813175,0.00007413122,0.001996238,0.0006070032,0.001261949,0.0001114585,0.02430439],"category_scores_gemma":[0.0005981727,0.0001052836,0.00009867973,0.001290263,0.0001182291,0.0001479783,0.0009306485,0.0002613133,0.04347384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001288557,"about_ca_system_score_gemma":0.000002374949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000476828,"about_ca_topic_score_gemma":0.000004222541,"domain_scores_codex":[0.9977714,0.0003492212,0.0002714463,0.0005523191,0.000493629,0.0005619654],"domain_scores_gemma":[0.9990254,0.0001035816,0.0001043928,0.0002279348,0.000309399,0.000229266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007542379,0.0001418963,0.00002135571,0.0000157419,0.00003692056,0.00005555175,0.0003653591,0.00004170702,0.2927494,0.002055613,0.5719492,0.1324918],"study_design_scores_gemma":[0.0003502602,0.0003388114,0.003361258,0.00002074839,0.00001178261,0.00004489446,0.0003642344,0.0001202899,0.003467938,0.0002050925,0.9914864,0.0002283077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8356969,0.0001502374,0.00009375792,0.009447477,0.0005134813,0.001218148,0.001359476,0.004269303,0.1472512],"genre_scores_gemma":[0.9880465,0.0002846819,0.00006829247,0.0009056542,0.0005492666,1.308789e-7,0.002390836,0.0001846711,0.007569993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4195372,"threshold_uncertainty_score":0.999303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02855595707200544,"score_gpt":0.2210428185026608,"score_spread":0.1924868614306554,"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."}}