{"id":"W7106695998","doi":"10.22621/cfn.v138i4.3613","title":"New Titles","year":2025,"lang":"","type":"article","venue":"The Canadian Field-Naturalist","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Identification (biology); Exposition (narrative); Work (physics)","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":[],"category_scores_codex":[0.001364378,0.001254284,0.001375481,0.006897809,0.00700991,0.01175577,0.00289585,0.002280677,0.8029475],"category_scores_gemma":[0.00420828,0.0008320101,0.001119773,0.007227092,0.001714367,0.004896648,0.00330035,0.003862852,0.6173878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01001576,"about_ca_system_score_gemma":0.01603835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2572694,"about_ca_topic_score_gemma":0.612792,"domain_scores_codex":[0.9980866,0.00009521754,0.00004070452,0.0001715544,0.001280475,0.0003255333],"domain_scores_gemma":[0.9949478,0.000243843,0.00009857617,0.0003836569,0.002819114,0.001506917],"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":[0.000007586688,0.000007738306,0.00002969526,0.00003115948,6.472126e-7,0.000008858173,0.00001844431,0.000007953063,0.00005214097,0.00179932,0.9843814,0.01365511],"study_design_scores_gemma":[0.000002714563,0.000001660573,0.0001466205,0.00001847345,8.646018e-7,0.000006341118,0.00004488452,0.000009510062,0.00001815227,0.0003004668,0.9994469,0.000003339823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001881999,0.001300403,0.0003186332,0.002809815,0.009349294,0.0001391387,0.003310379,0.0007721201,0.9818121],"genre_scores_gemma":[0.0003915725,0.0004395851,0.0001435964,0.0004918415,0.0005267878,0.0000221659,0.0008950848,0.0002192738,0.9968701],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2572694,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484028921807399,"score_gpt":0.254573805886903,"score_spread":0.239733516668829,"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."}}