{"id":"W2969355260","doi":"10.33338/ef.84130","title":"Reviews: Butterflies of British Columbia, Photographic guide to the butterflies of Britain & Europe, Butterflies of Britain and Ireland mapped","year":2001,"lang":"en","type":"article","venue":"Entomologica Fennica","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Butterfly; Archaeology; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009757995,0.000244629,0.0007061413,0.00007178526,0.0001087364,0.00004370087,0.0006024699,0.0002655603,0.00007568949],"category_scores_gemma":[0.0005597721,0.000241023,0.0002198784,0.0003454848,0.000830333,0.00001094581,0.0004570071,0.0001789716,0.00001048827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006667448,"about_ca_system_score_gemma":0.00004044636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004092583,"about_ca_topic_score_gemma":0.00574214,"domain_scores_codex":[0.9974704,0.0004619268,0.0009143352,0.0005820791,0.0001563469,0.0004148795],"domain_scores_gemma":[0.9983167,0.0001342382,0.0004689978,0.0007364505,0.0002386333,0.0001049471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003346745,0.0004318525,0.8296649,0.0002852133,0.0003936133,0.00003919572,0.0002921582,0.000007584971,0.09102198,0.00003442033,0.0386057,0.03888875],"study_design_scores_gemma":[0.0008597811,0.001029907,0.09283731,0.0002668717,0.0001021537,0.0003032654,0.0001831211,0.000001541071,0.007093391,0.0001419369,0.8967714,0.0004093554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796085,0.01303228,0.0006085976,0.0007356287,0.000107512,0.0007228488,0.0002109103,0.00001636931,0.004957309],"genre_scores_gemma":[0.985828,0.008160777,0.001493527,0.000918192,0.0001111012,0.00009064911,0.0001030847,0.00001970617,0.003274997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8581657,"threshold_uncertainty_score":0.9828634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547942211264461,"score_gpt":0.2465001953472891,"score_spread":0.2310207732346445,"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."}}