{"id":"W6893811170","doi":"10.5281/zenodo.5429958","title":"Contributions to the knowledge of the\"Staphylinus-complex\" (Insecta: Coleoptera, Staphylinidae, Staphylinini) of China. Part 18. Various genera","year":2008,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada","keywords":"Traditional knowledge; Identification (biology); Knowledge-based systems; Exposition (narrative)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00187322,0.0008955022,0.000761545,0.00659038,0.0006664332,0.0007473846,0.0006489921,0.0004256638,0.006084139],"category_scores_gemma":[0.001733338,0.000258634,0.0007892915,0.004610091,0.001288738,0.002278962,0.001494107,0.0008751887,0.0009077754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002133043,"about_ca_system_score_gemma":0.003401794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01709572,"about_ca_topic_score_gemma":0.01472913,"domain_scores_codex":[0.9994997,0.00007731905,0.00009596027,0.0001185937,0.000158513,0.00005004611],"domain_scores_gemma":[0.9985687,0.0003472987,0.0002183559,0.0001151114,0.0005434036,0.0002071631],"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":[0.0001315699,0.00003532902,0.02475983,0.001518328,0.0001144988,0.0003222973,0.0009150151,0.0005102158,0.006500652,0.002561694,0.007299305,0.9553314],"study_design_scores_gemma":[0.00003539223,0.0003183299,0.3717535,0.001629096,0.0003835301,0.003179013,0.001184141,0.0009804994,0.004910352,0.01078714,0.6047358,0.0001032024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1462919,0.7755727,0.0178622,0.01297892,0.002933897,0.0001622088,0.0024228,0.000186968,0.04158849],"genre_scores_gemma":[0.3442794,0.5962808,0.0303607,0.002666943,0.004014422,0.0001574113,0.007147354,0.00005429673,0.01503871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01709572,"threshold_uncertainty_score":0.03399241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04766839648970984,"score_gpt":0.2454545464856103,"score_spread":0.1977861499959005,"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."}}