{"id":"W4225162052","doi":"10.22621/cfn.v135i4.2981","title":"New Titles","year":2022,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wildlife Conservation Society Canada","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001113203,0.001647933,0.001699636,0.006901207,0.005053979,0.01048518,0.002554863,0.002077945,0.8340691],"category_scores_gemma":[0.002918851,0.000832005,0.001289304,0.00657546,0.001341934,0.003496004,0.002980722,0.003118865,0.7050478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004721657,"about_ca_system_score_gemma":0.009076821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1041607,"about_ca_topic_score_gemma":0.308527,"domain_scores_codex":[0.9986951,0.00007066876,0.00003364835,0.0001374963,0.000856004,0.0002070463],"domain_scores_gemma":[0.9972214,0.0001651781,0.00005873222,0.0002111858,0.001426726,0.0009167695],"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":[0.000009120205,0.00001091386,0.00002595645,0.00003946635,8.719802e-7,0.000008460713,0.000008350044,0.00001222816,0.00005336886,0.0005764021,0.9877828,0.01147218],"study_design_scores_gemma":[0.000005603389,0.000004686104,0.0002268822,0.00003878045,0.000001840719,0.00000861798,0.00003428092,0.00001633756,0.00002422714,0.0002753783,0.9993587,0.000004686162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002333036,0.001541862,0.0002224439,0.001880905,0.01493931,0.0001710441,0.003197073,0.0007809438,0.9770331],"genre_scores_gemma":[0.0002978665,0.0004111416,0.00007219576,0.0003337216,0.0008587502,0.00001758288,0.0007718204,0.0001775817,0.9970593],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1659309,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863172263289327,"score_gpt":0.2389091821858562,"score_spread":0.220277459552963,"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."}}