{"id":"W2187447327","doi":"10.51847/tq1jsj5","title":"10.51847/tq1jSj5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pieridae; Fauna; Abundance (ecology); Butterfly; Geography; Biology; Ecology","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":["insufficient_payload"],"category_scores_codex":[0.0005734114,0.0008812601,0.0005706839,0.001569731,0.001621095,0.002659956,0.0008435654,0.001958976,0.9539728],"category_scores_gemma":[0.0007445485,0.0004406262,0.0005998142,0.001614231,0.0007011413,0.001491664,0.001710516,0.001054618,0.9553415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006789338,"about_ca_system_score_gemma":0.0008737788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005332797,"about_ca_topic_score_gemma":0.00511611,"domain_scores_codex":[0.9995894,0.00003532121,0.00003755752,0.0001194868,0.0001261222,0.00009226316],"domain_scores_gemma":[0.9990653,0.0001079967,0.00005594294,0.0001321289,0.0003086696,0.0003299329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003264791,0.0005177144,0.006526084,0.0002848422,0.00002504273,0.0005951941,0.0002825148,0.0002623532,0.007296972,0.003290749,0.2371816,0.7434105],"study_design_scores_gemma":[0.0001022191,0.0002029349,0.01109489,0.0002496615,0.00002039777,0.000920443,0.0005885155,0.0005152059,0.001214411,0.001186415,0.983876,0.00002871818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007854578,0.0003340829,0.001574899,0.001166209,0.0008494508,0.0001383572,0.00327853,0.001781627,0.9830222],"genre_scores_gemma":[0.006805178,0.0001739912,0.001011283,0.000335652,0.00008690301,0.00005384047,0.001959441,0.000203898,0.9893699],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04602724,"threshold_uncertainty_score":0.06565225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005982342995481313,"score_gpt":0.1859074965921109,"score_spread":0.1799251535966296,"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."}}