{"id":"W6968196355","doi":"10.5281/zenodo.4349414","title":"Cosmochthonius Berlese 1910","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genus; Key (lock); Natural (archaeology); Lease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001157263,0.0004901402,0.0003234923,0.001588993,0.001337674,0.0003020416,0.0003313409,0.0004459696,0.03429393],"category_scores_gemma":[0.0002414251,0.0002235276,0.0001195575,0.0006208807,0.000618045,0.0008207372,0.001012031,0.000288038,0.01026387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003912458,"about_ca_system_score_gemma":0.0003715178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009028556,"about_ca_topic_score_gemma":0.01420156,"domain_scores_codex":[0.9998983,0.000006801953,0.000006840385,0.00004702375,0.00002581734,0.00001517887],"domain_scores_gemma":[0.9999112,0.00001605309,0.00002995002,0.00000941661,0.00001732515,0.00001615864],"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":[0.0008017982,0.0001929098,0.04379661,0.001058372,0.00006244241,0.002950944,0.002593635,0.0008143089,0.04241814,0.007030505,0.03584005,0.8624403],"study_design_scores_gemma":[0.0001261653,0.0006013562,0.5005723,0.0006789397,0.00008954311,0.007446117,0.001281604,0.0005364196,0.003783452,0.002040028,0.4827964,0.00004755417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4360293,0.01191953,0.006700675,0.0005080061,0.0008980863,0.000473787,0.005529597,0.001261083,0.5366799],"genre_scores_gemma":[0.8692508,0.004365014,0.003323548,0.0003708412,0.0002643623,0.0001489488,0.004297867,0.00005764797,0.1179209],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03429393,"threshold_uncertainty_score":0.1147246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434031168524804,"score_gpt":0.2163297442871861,"score_spread":0.2019894326019381,"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."}}