{"id":"W6950242720","doi":"10.5281/zenodo.6277557","title":"Geostiba (Sibiota) appalachigena Gusarov, sp. n.","year":2002,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biocrusts and Microbial Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tsuga; Black spruce; National forest; Forest road; Taiga; Transect; Pine forest","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000244712,0.0001144523,0.0001166415,0.00002739409,0.001718991,0.0003454963,0.00066398,0.00009091113,0.08129679],"category_scores_gemma":[0.000136536,0.00005774292,0.00005590684,0.0003583938,0.0001236132,0.0001091951,0.0005547813,0.0001789872,0.0156656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004751115,"about_ca_system_score_gemma":3.557545e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004134948,"about_ca_topic_score_gemma":0.000005659276,"domain_scores_codex":[0.9988191,0.0001514091,0.0001684518,0.0003396204,0.0001437042,0.000377751],"domain_scores_gemma":[0.9994947,0.00002098984,0.00006398036,0.0001082696,0.0001671869,0.0001449176],"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":[0.00002153896,0.0001755225,0.00001406828,0.000009349406,0.00001613993,0.000009678893,0.0001635716,0.000003468272,0.1411102,0.001486234,0.3827623,0.4742279],"study_design_scores_gemma":[0.0001457947,0.0003329923,0.004683257,0.000005896575,0.000005578472,0.00006776902,0.00008923611,0.00007686872,0.0006358761,0.00006287695,0.9937513,0.000142591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7010384,0.0003386299,0.00005416331,0.008313459,0.0002730317,0.0006071639,0.0004027713,0.00117612,0.2877963],"genre_scores_gemma":[0.9951628,0.000172664,0.00005388619,0.0006338472,0.0003008023,1.688008e-8,0.0007157681,0.0000644026,0.002895799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.610989,"threshold_uncertainty_score":0.9995806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03639481555169498,"score_gpt":0.1977003737229667,"score_spread":0.1613055581712717,"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."}}