{"id":"W6893661716","doi":"10.5281/zenodo.3790811","title":"Gaurotes cyanipennis","year":2009,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University; Nova Scotia Hospital; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Maple; Floodplain; Aceraceae; Yellow birch; Vegetation (pathology)","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":[0.0003046253,0.0001106091,0.000120615,0.00002056096,0.00156922,0.0004962672,0.0008152178,0.00006828308,0.02276204],"category_scores_gemma":[0.0005608766,0.00004830437,0.0000672194,0.0003401469,0.0001042829,0.0001429137,0.000293081,0.0001640353,0.004995202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003896451,"about_ca_system_score_gemma":3.719509e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009721237,"about_ca_topic_score_gemma":7.496831e-7,"domain_scores_codex":[0.9988399,0.0001780926,0.0001586191,0.0003027366,0.0002074944,0.0003131412],"domain_scores_gemma":[0.9993838,0.00004415345,0.00006412188,0.00009582737,0.0002787463,0.0001333388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003850932,0.00008551448,0.000005158304,0.000001883022,0.000007575613,0.000006841546,0.00004809516,0.000001552735,0.3505284,0.007488485,0.0457677,0.5960203],"study_design_scores_gemma":[0.0001324706,0.0007016991,0.03797916,0.000006832352,0.000003915907,0.00003220268,0.0001112646,0.00001434488,0.001945381,0.001371924,0.9575601,0.000140763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5988306,0.0002922089,0.0001533631,0.01957935,0.00009236443,0.0006054674,0.0002363948,0.00185157,0.3783587],"genre_scores_gemma":[0.9976394,0.00005054573,0.00007808587,0.001012476,0.0002381253,1.062953e-8,0.0005334421,0.0000244262,0.0004234718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9117923,"threshold_uncertainty_score":0.9997306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04337779577492747,"score_gpt":0.2178194842529697,"score_spread":0.1744416884780422,"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."}}