{"id":"W4390870802","doi":"10.22621/cfn.v137i1.3343","title":"Full Issue PDF","year":2024,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007436976,0.001385594,0.00146636,0.004451569,0.004556594,0.009272415,0.002303774,0.002078928,0.9625937],"category_scores_gemma":[0.005668158,0.001046158,0.001366354,0.004942608,0.0008476162,0.002802514,0.002584693,0.002571955,0.9253351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00409109,"about_ca_system_score_gemma":0.01015289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1566318,"about_ca_topic_score_gemma":0.2897544,"domain_scores_codex":[0.9991284,0.00003841197,0.00002610777,0.00007299245,0.0006025008,0.0001316152],"domain_scores_gemma":[0.9954465,0.0004790206,0.00007683928,0.0004309859,0.002654454,0.0009120866],"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":[0.000006671121,0.00001356088,0.00002998386,0.00002860115,9.364736e-7,0.000005986316,0.000005451648,0.00001546606,0.0000272065,0.0003761212,0.9888353,0.01065486],"study_design_scores_gemma":[0.00001339756,0.000004178389,0.0003283314,0.00005467756,0.00000253708,0.000008917375,0.0000365734,0.00002907151,0.00006777413,0.0005555187,0.9988897,0.000009348939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001133175,0.0002495559,0.0002160085,0.0009804561,0.003217181,0.0001804444,0.01734248,0.001714284,0.9759863],"genre_scores_gemma":[0.000303077,0.0002174423,0.0001781302,0.0003691332,0.0002671204,0.00003649307,0.004610026,0.0006591973,0.9933595],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1566318,"threshold_uncertainty_score":0.3114402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421042200921592,"score_gpt":0.2524618667839941,"score_spread":0.2382514447747782,"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."}}