{"id":"W4234553175","doi":"10.22621/cfn.v119i2.140","title":"New titles","year":2005,"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":[0.001281425,0.001276935,0.001451612,0.006685006,0.005824301,0.01014979,0.002796841,0.00187965,0.7898453],"category_scores_gemma":[0.003598115,0.0007590833,0.001006572,0.00714809,0.001533469,0.004915087,0.003041469,0.003429232,0.6222712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007031471,"about_ca_system_score_gemma":0.01100055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1501159,"about_ca_topic_score_gemma":0.43139,"domain_scores_codex":[0.9984303,0.00008426753,0.0000422433,0.0001546033,0.001039056,0.0002495063],"domain_scores_gemma":[0.9960349,0.0002095579,0.00008746093,0.0003478141,0.00210772,0.001212538],"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":[0.000008986854,0.00000839351,0.00002875374,0.00004110711,6.55271e-7,0.000009840456,0.00002192124,0.000009575877,0.00007076965,0.001819538,0.9779569,0.02002347],"study_design_scores_gemma":[0.000002341465,0.00000192315,0.0001399577,0.00001930107,8.271867e-7,0.000007567083,0.00003823401,0.00001059182,0.00002196715,0.0002999304,0.9994541,0.000003264699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002460819,0.001968586,0.0005633525,0.002699798,0.01169072,0.0001563253,0.003642828,0.001118133,0.9779142],"genre_scores_gemma":[0.0003799749,0.0005340606,0.0001690007,0.0003511314,0.00053215,0.00002070547,0.0009553315,0.0002438975,0.9968137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2101547,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743016113408064,"score_gpt":0.2452799753692717,"score_spread":0.227849814235191,"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."}}