{"id":"W4251852857","doi":"10.22621/cfn.v131i3.2068","title":"New Titles","year":2018,"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":[0.001872182,0.00125928,0.001414882,0.007741876,0.006601519,0.01262337,0.003201453,0.002092863,0.7517498],"category_scores_gemma":[0.005538531,0.0007363079,0.001094759,0.00797632,0.001842173,0.006656386,0.004161315,0.004107344,0.5505235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008951489,"about_ca_system_score_gemma":0.0138114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1286586,"about_ca_topic_score_gemma":0.3717953,"domain_scores_codex":[0.9975178,0.0001452147,0.00007124621,0.0002540836,0.001599107,0.0004124934],"domain_scores_gemma":[0.9933857,0.0003531816,0.0001448226,0.0005786884,0.003390956,0.002146621],"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":[0.0000109793,0.000008174448,0.00003240953,0.00004686303,7.807224e-7,0.00001177873,0.0000349938,0.000008678848,0.00007827397,0.002500774,0.9790989,0.01816736],"study_design_scores_gemma":[0.000002038896,0.00000162331,0.0001151279,0.00001873122,7.569263e-7,0.000007816038,0.00004654251,0.000008195076,0.00002054223,0.0003341541,0.9994413,0.000003167819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003278475,0.002538857,0.0007489917,0.005030809,0.02285305,0.0001607373,0.004846178,0.001357504,0.962136],"genre_scores_gemma":[0.000718096,0.0008243976,0.0002893066,0.0006840951,0.001383456,0.00003218923,0.001637105,0.000491512,0.9939399],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2482502,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043312658861595,"score_gpt":0.2538623710932346,"score_spread":0.2334292445046186,"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."}}