{"id":"W6931281130","doi":"10.5281/zenodo.3867069","title":"Pteridoiulus aspidiorum Verhoeff 1913","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Montane ecology; Moss; Habitat; Tree line; Tree (set theory)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001996151,0.0001166565,0.0001726024,0.0001307354,0.01875498,0.0003555498,0.001127034,0.0001399878,0.02566974],"category_scores_gemma":[0.002966583,0.0001114492,0.00004095639,0.0001071931,0.0001682694,0.0004248,0.001244363,0.0006991675,0.0451394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001986917,"about_ca_system_score_gemma":0.00001551104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006904539,"about_ca_topic_score_gemma":0.000001220248,"domain_scores_codex":[0.9978421,0.0004466602,0.000448792,0.0002529228,0.0004032164,0.0006063031],"domain_scores_gemma":[0.9979144,0.00005029869,0.000349931,0.0008222864,0.0005042751,0.000358833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001100172,0.00005349819,0.0001438949,0.0004185525,0.00001999916,0.000008488784,0.003308502,0.000004053244,0.0002375678,0.009193786,0.6492507,0.3372509],"study_design_scores_gemma":[0.0007102922,0.000137572,0.01266324,0.0001260797,0.000006859826,0.00001053155,0.0004597738,0.0004629495,0.0000271759,0.0002079532,0.9850692,0.0001184359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02152823,0.00003697928,0.004700685,0.008972943,0.0009257895,0.0007741703,0.0001193744,0.0009959193,0.9619459],"genre_scores_gemma":[0.9917524,0.0001143502,0.000227836,0.001565605,0.0006882785,1.687484e-7,0.000641185,0.0006628638,0.004347269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9702242,"threshold_uncertainty_score":0.9825225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2806679676568129,"score_gpt":0.4237881735933254,"score_spread":0.1431202059365125,"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."}}