{"id":"W4238323675","doi":"10.22621/cfn.v125i1.1146","title":"New titles","year":2011,"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":[0.001440828,0.001271618,0.00143276,0.006890255,0.005827279,0.01071193,0.002908621,0.001905308,0.7876686],"category_scores_gemma":[0.004065583,0.0007419219,0.001040652,0.007361005,0.001596306,0.005388791,0.003530967,0.003592052,0.6174554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007264219,"about_ca_system_score_gemma":0.01125834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1303374,"about_ca_topic_score_gemma":0.3878689,"domain_scores_codex":[0.9981592,0.0000998458,0.00005014777,0.0001811621,0.00121196,0.0002977506],"domain_scores_gemma":[0.9954506,0.0002396137,0.0001022717,0.0004115401,0.002358339,0.001437567],"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":[0.00001007551,0.00000850391,0.000029894,0.00004464591,7.011184e-7,0.00001071788,0.00002497134,0.000009636568,0.00007843517,0.001977837,0.9771765,0.02062809],"study_design_scores_gemma":[0.000002184714,0.000001818809,0.0001267683,0.00001818243,7.481966e-7,0.000007544414,0.00003839134,0.00000917198,0.00002137807,0.0002985182,0.9994722,0.000003132668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00026345,0.002099428,0.0006198823,0.003161954,0.01375558,0.0001602035,0.004092773,0.001206137,0.9746406],"genre_scores_gemma":[0.0004403736,0.0006053827,0.0001944197,0.0004130866,0.0006972538,0.00002364664,0.001155349,0.0003081956,0.9961623],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2123314,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03554885371170605,"score_gpt":0.2381871083291126,"score_spread":0.2026382546174065,"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."}}