{"id":"W7100530869","doi":"","title":"THE APHIDS (HOMOPTERA:APHIDIDAE) OF BRITISH COLUMBIA 18. FURTHER ADDITIONS","year":2016,"lang":"en","type":"article","venue":"","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Population; Government (linguistics); Overwintering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004955961,0.0005767337,0.000688115,0.004289281,0.00334376,0.001275419,0.001306145,0.0004701673,0.07610387],"category_scores_gemma":[0.002219604,0.000409888,0.0003789392,0.005003193,0.0004958407,0.000766123,0.001344041,0.001138634,0.01667492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007636339,"about_ca_system_score_gemma":0.01049863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9058053,"about_ca_topic_score_gemma":0.9733946,"domain_scores_codex":[0.9994808,0.00004081468,0.00003342188,0.00008864446,0.0002448241,0.0001114041],"domain_scores_gemma":[0.9964987,0.0001414779,0.0001082036,0.0001766085,0.002689175,0.000385803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002816255,0.00005782117,0.04753545,0.0005174715,0.0000370815,0.001091818,0.002446901,0.0004181065,0.004932323,0.002761124,0.597797,0.3421233],"study_design_scores_gemma":[0.00002096563,0.00002005818,0.1306728,0.0001516561,0.00003246143,0.0004089709,0.00202416,0.0002480808,0.001449842,0.0007064234,0.8642097,0.00005481517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1313729,0.006568668,0.006070409,0.01029535,0.005779331,0.0008810599,0.3290782,0.002035527,0.5079186],"genre_scores_gemma":[0.1819838,0.005406322,0.02870056,0.001293682,0.0005521742,0.0004746286,0.1004119,0.0007847618,0.6803921],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09419465,"threshold_uncertainty_score":0.2545928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006429060552560949,"score_gpt":0.1953840941908515,"score_spread":0.1889550336382905,"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."}}