{"id":"W6958906072","doi":"10.6084/m9.figshare.c.3293513.v1","title":"BRYOPHYTE RESPONSES TO MICROCLIMATIC EDGE EFFECTS ACROSS RIPARIAN BUFFERS","year":2016,"lang":"en","type":"other","venue":"Figshare","topic":"Legal and Regulatory Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bryophyte; Riparian zone; Moss; Habitat; Riparian forest; Transect; Taiga; Biotic component","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000141616,0.0002576729,0.0003898406,0.0001530524,0.0004000084,0.000156549,0.0005718135,0.0004228498,0.3541977],"category_scores_gemma":[0.001128816,0.0001898089,0.0002390508,0.0003067275,0.00005187698,0.00007220497,0.0001436745,0.0001334274,0.04532966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117972,"about_ca_system_score_gemma":0.0001978254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000339493,"about_ca_topic_score_gemma":0.002668438,"domain_scores_codex":[0.9982295,0.0002922184,0.0001577251,0.0004016341,0.0003639981,0.0005549158],"domain_scores_gemma":[0.9988264,0.0002899527,0.0001655137,0.0003682103,0.00005425261,0.0002956414],"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":[0.00001027028,0.00001380169,0.00001567788,0.0002680623,0.00007989586,0.00002564109,0.001541611,6.700988e-8,0.00003023318,0.00002754358,0.9960524,0.001934766],"study_design_scores_gemma":[0.0001380909,0.00001640821,0.0002677892,0.003993094,0.00002879889,4.424231e-7,0.00009600727,1.700659e-7,0.00008347447,0.00002305331,0.9950323,0.0003204361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009650008,0.001143954,0.000001427626,0.0008370999,0.0006601755,0.0008355158,0.1782208,0.0004356374,0.8177689],"genre_scores_gemma":[0.001150204,0.00001221517,0.0000356293,0.0004671254,0.001791826,0.0001758166,0.003387904,0.0001790724,0.9928002],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.308868,"threshold_uncertainty_score":0.9554136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309089872497935,"score_gpt":0.3406423085913656,"score_spread":0.3175514098663862,"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."}}