{"id":"W4249686154","doi":"10.22621/cfn.v123i1.667","title":"New titles","year":2009,"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":[0.001309903,0.001249191,0.001412077,0.00649191,0.00599421,0.0103767,0.002857469,0.001876007,0.7900566],"category_scores_gemma":[0.003759212,0.0007424135,0.001020439,0.007065689,0.001562192,0.005090319,0.003298807,0.003577806,0.621334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00728551,"about_ca_system_score_gemma":0.01141995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1514798,"about_ca_topic_score_gemma":0.4343682,"domain_scores_codex":[0.9983304,0.00008794602,0.00004451323,0.0001651106,0.001101934,0.0002701176],"domain_scores_gemma":[0.9959025,0.0002145009,0.00008822473,0.0003597446,0.0021863,0.001248879],"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":[0.000009226905,0.00000831655,0.00002974255,0.00004070919,6.613685e-7,0.0000102218,0.00002416026,0.000009346571,0.00007243977,0.001924423,0.9782285,0.01964229],"study_design_scores_gemma":[0.000002198689,0.000001747083,0.0001337411,0.00001845135,7.755326e-7,0.000007443668,0.00003988812,0.000009580272,0.00002146058,0.0002955597,0.9994659,0.000003207184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002471732,0.001886412,0.0005486848,0.002825618,0.011699,0.0001501222,0.003801753,0.0011013,0.9777399],"genre_scores_gemma":[0.0004140817,0.0005488292,0.0001749606,0.0003727381,0.0005612742,0.00002130084,0.001017621,0.0002741599,0.9966151],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8485202,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698146452831683,"score_gpt":0.2463939057214947,"score_spread":0.2294124411931779,"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."}}