{"id":"W6967262033","doi":"10.5281/zenodo.10167265","title":"Hoplandria (Lophomucter) laevicollis NB, ON, QC","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insects and Parasite Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Snag; Habitat; Table (database); National park; Dead tree","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":[0.0003056822,0.000100406,0.00008203191,0.0001198424,0.001699382,0.0003829293,0.0005191191,0.00004155462,0.08502293],"category_scores_gemma":[0.000188715,0.00009627422,0.00004078998,0.0007233151,0.0001039788,0.0001803207,0.0005656707,0.0001834509,0.2048118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251786,"about_ca_system_score_gemma":8.152786e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005009336,"about_ca_topic_score_gemma":0.000002069749,"domain_scores_codex":[0.9988213,0.000134031,0.0001435201,0.0003054955,0.000295618,0.0003000467],"domain_scores_gemma":[0.9994381,0.00003020786,0.00004782922,0.0003156892,0.00004280478,0.0001253657],"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":[0.00004978278,0.00008372806,0.00007265284,0.000008245414,0.00001567328,0.000034605,0.0009145669,0.0005488296,0.008585575,0.001053704,0.9597285,0.02890407],"study_design_scores_gemma":[0.0002138619,0.0001405652,0.00939359,0.00001061667,0.000004334566,0.00004913615,0.00008825711,0.0004507256,0.000457465,0.0001240736,0.9889483,0.0001190518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3500266,0.000004774095,0.0002853174,0.001290509,0.0002984683,0.000320301,0.0001953524,0.001069959,0.6465088],"genre_scores_gemma":[0.9878165,0.00004310547,0.00006216821,0.0004242229,0.0001377279,6.326403e-8,0.0008931151,0.0006218078,0.01000126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.63779,"threshold_uncertainty_score":0.9996003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03136249820968074,"score_gpt":0.2535765586701483,"score_spread":0.2222140604604675,"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."}}