{"id":"W4233133836","doi":"10.22621/cfn.v129i4.1773","title":"New Titles","year":2016,"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":[],"consensus_categories":[],"category_scores_codex":[0.001667725,0.001239757,0.001399606,0.007225686,0.006329932,0.01189618,0.003054904,0.002017167,0.7718692],"category_scores_gemma":[0.004813203,0.0007256907,0.001060023,0.007509874,0.001753254,0.005918403,0.00390124,0.003846511,0.5839582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008401712,"about_ca_system_score_gemma":0.01319877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.14172,"about_ca_topic_score_gemma":0.4096522,"domain_scores_codex":[0.99783,0.0001189277,0.0000595995,0.0002149823,0.001415664,0.000360907],"domain_scores_gemma":[0.994486,0.0002820846,0.0001211607,0.0004865844,0.002827303,0.001796783],"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":[0.00001062956,0.000008355835,0.00003205713,0.00004459632,7.384572e-7,0.00001129252,0.00003061213,0.000009181064,0.00007731183,0.002307424,0.9784492,0.01901862],"study_design_scores_gemma":[0.000002094385,0.000001658431,0.0001201124,0.00001831773,7.247547e-7,0.000007321642,0.00004337948,0.000008368583,0.00002021504,0.000312879,0.9994619,0.000003094749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002857079,0.002128438,0.0006138029,0.003789901,0.01641525,0.0001547296,0.004175763,0.00117737,0.9712589],"genre_scores_gemma":[0.0005537955,0.000649942,0.0002185752,0.0005223706,0.0009075333,0.00002572155,0.001278817,0.0003642275,0.9954789],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7718692,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827303530694147,"score_gpt":0.2398369400470928,"score_spread":0.2215639047401514,"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."}}