{"id":"W2961740815","doi":"10.51847/6ivngou","title":"10.51847/6ivngou","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Lampyridae; Zoology; Fauna; Ecology; Botany","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":[0.000535537,0.001088462,0.0005232597,0.001772889,0.00142148,0.002375849,0.001040692,0.00165432,0.9242226],"category_scores_gemma":[0.0006888559,0.000326607,0.0004881514,0.00122038,0.0006231726,0.001554797,0.002909523,0.000857269,0.9143354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005975059,"about_ca_system_score_gemma":0.0005001113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002022931,"about_ca_topic_score_gemma":0.001955231,"domain_scores_codex":[0.9994461,0.000070243,0.00003992443,0.0002043113,0.0001401496,0.00009927307],"domain_scores_gemma":[0.999486,0.00008152673,0.00003924268,0.00009678178,0.0001332078,0.0001632971],"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":[0.0001987563,0.0001718393,0.003369351,0.0003017043,0.00001819246,0.0003677219,0.0001987886,0.0002712364,0.003766035,0.004466916,0.09058197,0.8962874],"study_design_scores_gemma":[0.00003466396,0.00008862293,0.00357759,0.0002856942,0.00001474366,0.0006614528,0.0002102063,0.0003697025,0.0008148,0.001029957,0.9928935,0.00001907805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006368885,0.001643475,0.003348837,0.0008070925,0.0008650238,0.0001239047,0.002421432,0.001824893,0.9825965],"genre_scores_gemma":[0.01077607,0.0004910473,0.002155647,0.0003593696,0.0001202972,0.00008681539,0.001893396,0.0002759388,0.9838414],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07577735,"threshold_uncertainty_score":0.1080872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009459869134287027,"score_gpt":0.1643035439644037,"score_spread":0.1548436748301166,"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."}}