{"id":"W6950308715","doi":"10.5683/sp3/azizsh","title":"Data from: Environmental and taxonomic controls of carbon and oxygen stable isotope composition in Sphagnum across broad climatic and geographic ranges","year":2018,"lang":"en","type":"dataset","venue":"Borealis","topic":"Education during COVID-19 pandemic","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Université Laval; McGill University; University of Calgary; Carleton University; Wilfrid Laurier University","funders":"","keywords":"Sphagnum; Stable isotope ratio; Precipitation; Isotopes of oxygen; Isotopes of carbon; Peat; Carbon fibers; Carbon cycle","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":[0.0009466328,0.001059726,0.0009894992,0.002364025,0.0005140966,0.002027785,0.001552157,0.0009768835,0.2701989],"category_scores_gemma":[0.003872311,0.0007890174,0.001175401,0.004797413,0.0002799517,0.001848773,0.002391265,0.001185857,0.2056128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008827994,"about_ca_system_score_gemma":0.001496205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01473919,"about_ca_topic_score_gemma":0.02363705,"domain_scores_codex":[0.9991516,0.00005808722,0.0001031139,0.0002405353,0.0003289099,0.0001177348],"domain_scores_gemma":[0.9972808,0.0005393223,0.0003489375,0.0007329587,0.0007969861,0.000300985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009260184,0.00002060315,0.004181889,0.0005386785,0.00005973758,0.00002991036,0.00006643351,0.000251131,0.0007573755,0.0003540167,0.9864508,0.007196879],"study_design_scores_gemma":[0.0005181913,0.00003228969,0.06105351,0.0002659828,0.00009471768,0.00005704496,0.0001323695,0.000409202,0.001809641,0.0009463205,0.9346149,0.0000657788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005181456,0.00001976854,0.0001006612,0.00006018111,0.00003850937,0.00001045586,0.9963627,0.0006900775,0.002199547],"genre_scores_gemma":[0.002043809,0.00004703526,0.0005611249,0.00005975431,0.00001759355,0.00005940175,0.9932974,0.0008256041,0.003088273],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2701989,"threshold_uncertainty_score":0.9039052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03454997504152277,"score_gpt":0.3248360801250261,"score_spread":0.2902861050835034,"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."}}