{"id":"W4242111796","doi":"10.22621/cfn.v128i4.1652","title":"New titles","year":2015,"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":[0.001655851,0.001236947,0.001387051,0.007290858,0.006692033,0.01186952,0.003082867,0.002027583,0.7643329],"category_scores_gemma":[0.004743827,0.0007277494,0.001069966,0.007641808,0.001810052,0.005769637,0.00384865,0.00387013,0.5598124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009180686,"about_ca_system_score_gemma":0.01429203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1777278,"about_ca_topic_score_gemma":0.4816649,"domain_scores_codex":[0.9978119,0.0001165748,0.00005665944,0.000208607,0.001438569,0.0003678263],"domain_scores_gemma":[0.9946076,0.0002788233,0.0001139911,0.000463454,0.002833324,0.001702857],"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":[0.00000986045,0.000007853882,0.00003219572,0.00004152216,7.245011e-7,0.00001102011,0.00003150031,0.000009130999,0.00007171342,0.002412106,0.9793617,0.0180106],"study_design_scores_gemma":[0.000002028813,0.000001556445,0.0001229887,0.00001812959,7.315911e-7,0.000006926179,0.00004671978,0.000008369352,0.00001930717,0.0003134867,0.9994567,0.000003112079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002859857,0.00212553,0.0005935619,0.00389496,0.01530632,0.0001522882,0.003974387,0.001129944,0.9725369],"genre_scores_gemma":[0.0005752333,0.00065481,0.0002158768,0.0005523677,0.0008533758,0.00002503774,0.001217625,0.0003484372,0.9955571],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7643329,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03618908884002963,"score_gpt":0.2603373746245917,"score_spread":0.2241482857845621,"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."}}