{"id":"W6938993256","doi":"10.6073/pasta/372021a9f4e62d8dc10b2d269d01131d","title":"Bryophyte Cover Summary Data for 83 Locations of 6-163 Years Old Black Spruce, Alaska Paper Birch, and Aspen Stands Across Interior Alaska. Sampled in 2008-2010 and 2013-2015.","year":2022,"lang":"en","type":"dataset","venue":"Environmental Data Initiative","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bryophyte; Forest cover; Identification (biology); Cover (algebra); Nomenclature","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":[0.0008121367,0.001098348,0.001016576,0.002942169,0.0006071855,0.001147562,0.00154498,0.0008806759,0.0306512],"category_scores_gemma":[0.002903424,0.0005177968,0.0006820562,0.005782922,0.000202211,0.0008126961,0.001103171,0.001015364,0.02896186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001279446,"about_ca_system_score_gemma":0.00217461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09655709,"about_ca_topic_score_gemma":0.1571572,"domain_scores_codex":[0.9993379,0.0000578091,0.00008836871,0.0002223397,0.000195169,0.00009840901],"domain_scores_gemma":[0.998131,0.0002391545,0.0002980868,0.000233851,0.0009028904,0.0001951578],"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":[0.00004785464,0.0000272198,0.008370867,0.0006424042,0.00004819125,0.00003994921,0.0000561597,0.0003835715,0.0002103454,0.0005738732,0.9863538,0.00324575],"study_design_scores_gemma":[0.00009785453,0.00001519636,0.04809404,0.0004017315,0.00004221953,0.00007151315,0.0002345667,0.0004886683,0.0003849659,0.00072038,0.9494162,0.00003271458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002652633,0.00003178227,0.00003469786,0.00001903928,0.000009523793,0.000004888157,0.9991799,0.00003775739,0.000417077],"genre_scores_gemma":[0.0006423097,0.00002867189,0.0001524663,0.00001706072,0.00000282114,0.00003598363,0.9986663,0.00001327799,0.0004410585],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09655709,"threshold_uncertainty_score":0.1919901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04730737599315323,"score_gpt":0.3115754184023659,"score_spread":0.2642680424092126,"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."}}