{"id":"W4239311557","doi":"10.22621/cfn.v134i3.2691","title":"New Titles","year":2020,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001490785,0.001311146,0.001341872,0.0064752,0.006717877,0.01146981,0.002910023,0.00220931,0.8140455],"category_scores_gemma":[0.004189443,0.0008263246,0.001161698,0.006783535,0.001645837,0.004855659,0.003471565,0.00365603,0.6561069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008539727,"about_ca_system_score_gemma":0.01568558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2276305,"about_ca_topic_score_gemma":0.5640837,"domain_scores_codex":[0.9979814,0.0001086232,0.00004573677,0.0001856842,0.001327853,0.0003507772],"domain_scores_gemma":[0.9952731,0.000225389,0.00008639439,0.0003351021,0.002621939,0.001458092],"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":[0.000008604096,0.000008956474,0.0000325726,0.00003295869,6.607784e-7,0.000009733395,0.00002059617,0.00000958401,0.00005831967,0.001890594,0.9825959,0.01533146],"study_design_scores_gemma":[0.000002627403,0.00000193271,0.0001396435,0.00001951752,8.448814e-7,0.00000656372,0.00004995727,0.00001064955,0.0000180882,0.0002984484,0.9994482,0.00000347419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001811532,0.001016396,0.0003316739,0.002181236,0.007642309,0.0001320168,0.002822561,0.000700823,0.9849918],"genre_scores_gemma":[0.000297142,0.0003386035,0.0001316418,0.0003746377,0.0003622124,0.0000186037,0.0007633886,0.0001948297,0.9975189],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2276305,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270612175751721,"score_gpt":0.2417758482781351,"score_spread":0.214714630702963,"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."}}