{"id":"W6968479264","doi":"10.5281/zenodo.3866760","title":"Typhloiulus gellianae Makarov & Rada 2006","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Distribution (mathematics); Action (physics); Field (mathematics); Property (philosophy)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004796893,0.0002085239,0.000138653,0.0004972792,0.0003477754,0.0001875317,0.0002775921,0.0002245574,0.006445125],"category_scores_gemma":[0.0001438966,0.00008689665,0.0001308076,0.0002436881,0.0002129355,0.000229373,0.00039991,0.0001400469,0.001699921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002464574,"about_ca_system_score_gemma":0.0001918627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007409169,"about_ca_topic_score_gemma":0.01527986,"domain_scores_codex":[0.9999597,0.00000276399,0.000004518991,0.00001427659,0.000009191116,0.00000959481],"domain_scores_gemma":[0.9999464,0.000006756956,0.00002257383,0.000005410903,0.00001148457,0.000007513126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007739349,0.0001064399,0.1260025,0.001824389,0.00009721774,0.001449334,0.001248287,0.0008413784,0.1157083,0.002490277,0.02008436,0.7293736],"study_design_scores_gemma":[0.00005684346,0.0004805475,0.847096,0.0006898426,0.00007396228,0.002980966,0.0008820933,0.0004809787,0.006434043,0.0004533404,0.1403471,0.00002432221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7830926,0.01727279,0.002209225,0.0004218199,0.0001266916,0.0001666798,0.00644811,0.0004343667,0.1898277],"genre_scores_gemma":[0.9824075,0.001609977,0.001525986,0.0001222924,0.0000209338,0.00004246011,0.002697515,0.00001637787,0.01155691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007409169,"threshold_uncertainty_score":0.02156115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03653044585377097,"score_gpt":0.227673827562983,"score_spread":0.1911433817092121,"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."}}