{"id":"W4411659502","doi":"10.51847/jkpbd0g","title":"10.51847/JKPbD0G","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.0007659905,0.001224573,0.0006387682,0.001798605,0.001329901,0.002430101,0.001016057,0.002333177,0.9634844],"category_scores_gemma":[0.0007933197,0.0003968478,0.0005344414,0.001215223,0.0008791538,0.001619753,0.002964718,0.001313632,0.973596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007211919,"about_ca_system_score_gemma":0.0005772928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001855553,"about_ca_topic_score_gemma":0.001927844,"domain_scores_codex":[0.9995521,0.00004203936,0.0000312253,0.0001563333,0.0001464028,0.00007181625],"domain_scores_gemma":[0.9991855,0.0001085841,0.00004321044,0.0001379616,0.0002095256,0.0003151574],"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":[0.0002325341,0.0001737504,0.001568898,0.00026738,0.00001259594,0.0003801433,0.0001100315,0.0001317539,0.003294273,0.003018897,0.3010616,0.6897481],"study_design_scores_gemma":[0.00002934552,0.00003650267,0.001309368,0.0001223407,0.000005364151,0.0004267906,0.00007759334,0.0001009527,0.0004250416,0.0007189668,0.9967365,0.00001120425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001415626,0.0007240485,0.00137964,0.0009258796,0.0009825042,0.00011447,0.002298589,0.002274097,0.9898851],"genre_scores_gemma":[0.003457497,0.0002634852,0.0008302113,0.0006225644,0.0001193831,0.00004544376,0.001523515,0.0003274551,0.9928104],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03651559,"threshold_uncertainty_score":0.05208498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009579290134136281,"score_gpt":0.1640814813125633,"score_spread":0.154502191178427,"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."}}