{"id":"W6948018499","doi":"10.3897/jhr.40.7442.11a","title":"11a from: Prous M, Blank S, Goulet H, Heibo E, Liston A, Malm T, Nyman T, Schmidt S, Smith D, Vårdal H, Viitasaari M, Vikberg V, Taeger A (2014) The genera of Nematinae (Hymenoptera, Tenthredinidae). Journal of Hymenoptera Research 40: 1-69. https://doi.org/10.3897/JHR.40.7442","year":2014,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Blank","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007083447,0.001274309,0.0006791885,0.003371289,0.001299281,0.002849116,0.001088403,0.001005467,0.7045438],"category_scores_gemma":[0.003704111,0.0003564308,0.0006682265,0.004657603,0.0004095109,0.00190495,0.002592832,0.0009792583,0.5360713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104651,"about_ca_system_score_gemma":0.00238739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170792,"about_ca_topic_score_gemma":0.03677056,"domain_scores_codex":[0.9993436,0.0000397921,0.00006836619,0.00008548774,0.0003824275,0.00008038784],"domain_scores_gemma":[0.9986454,0.0001581981,0.000115974,0.000166464,0.0007011148,0.0002129559],"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":[0.00007739686,0.00005861329,0.002132518,0.0007965032,0.00001129702,0.000125434,0.0001427189,0.00006916603,0.0003076099,0.001556551,0.8869179,0.1078042],"study_design_scores_gemma":[0.000007619316,0.00001221883,0.003279542,0.0001930283,0.000004419708,0.00007131177,0.00006933819,0.0000224052,0.0002013392,0.0002864564,0.9958473,0.000005102324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001916608,0.002785733,0.00108826,0.001670707,0.002249834,0.0001933982,0.1808955,0.001980708,0.8072194],"genre_scores_gemma":[0.007223294,0.003558181,0.002121225,0.0004530414,0.0003984054,0.0001611348,0.1042414,0.001134122,0.8807092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7045438,"threshold_uncertainty_score":0.4214324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02688619790778161,"score_gpt":0.2446630112388074,"score_spread":0.2177768133310258,"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."}}