{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001063964,0.0001859803,0.0002505592,0.000169881,0.0003018659,0.0004062949,0.0001939513,0.0001335459,0.0005954513],"category_scores_gemma":[0.0003033746,0.0001627494,0.0001085663,0.0001525964,0.0001787348,0.0001548248,0.0003551683,0.0002226048,0.00006377852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005988753,"about_ca_system_score_gemma":0.0003332235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02785006,"about_ca_topic_score_gemma":0.08948937,"domain_scores_codex":[0.9998871,0.00001107045,0.000004062368,0.0000384725,0.00001859298,0.00004063114],"domain_scores_gemma":[0.9996104,0.00004616465,0.0001157378,0.00001707293,0.00006967126,0.0001409964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008001581,0.00009203824,0.6509396,0.00004239235,0.00007066177,0.000178274,0.0005946242,0.0006941169,0.3414029,0.00004693972,0.00009905055,0.005039205],"study_design_scores_gemma":[0.000002290461,0.00004919057,0.9979495,0.000001057268,0.000006781862,0.00002321089,0.0001198771,0.0001386043,0.001648499,0.000005593802,0.00005317394,0.000002159138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998191,0.00001961614,0.0000267233,0.000001700653,2.907589e-7,0.000001028323,0.00003238998,0.000002323578,0.00009684498],"genre_scores_gemma":[0.9997103,0.00001553257,0.00005286351,0.000007428941,3.57978e-7,0.000002206655,0.0001104028,0.000001621902,0.00009928994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02785006,"threshold_uncertainty_score":0.05537593,"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."}}