{"id":"W6893604687","doi":"10.5281/zenodo.3793413","title":"Leiodes puncticollis","year":2008,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Nova Scotia Hospital","funders":"","keywords":"Nova scotia; Holarctic; Malaise; Moss","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":[0.0001652728,0.00008430909,0.00009559314,0.00001586959,0.003536768,0.0001581204,0.0004309699,0.00003917109,0.0123441],"category_scores_gemma":[0.0001185868,0.00003638173,0.00005261015,0.000372292,0.0001386358,0.000104244,0.0004741027,0.0001130386,0.003583025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003238452,"about_ca_system_score_gemma":5.006812e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003983088,"about_ca_topic_score_gemma":0.000001495304,"domain_scores_codex":[0.9991223,0.00009498623,0.0001179038,0.00023039,0.0001892916,0.0002451574],"domain_scores_gemma":[0.9995584,0.00002089885,0.00004135587,0.00007134491,0.0002122547,0.0000956929],"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":[0.00003737803,0.0001320955,0.00005175631,0.000009085764,0.00002770933,0.00001978371,0.0003647541,0.000004569169,0.01163952,0.0006431229,0.7078008,0.2792694],"study_design_scores_gemma":[0.00009751778,0.0001996605,0.01495884,0.000004768088,0.000003303786,0.0001056026,0.0002062433,0.00002221018,0.0001318017,0.00005123566,0.9841223,0.00009654286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7031289,0.0002771575,0.0000664955,0.003227173,0.0005261473,0.0003470131,0.0001725847,0.00095051,0.2913041],"genre_scores_gemma":[0.9953451,0.0003195715,0.00006554293,0.0001944425,0.0008345022,2.238224e-8,0.0004036572,0.00005407664,0.002783088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2922162,"threshold_uncertainty_score":0.9977605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04848277253372389,"score_gpt":0.207501109691853,"score_spread":0.1590183371581291,"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."}}