{"id":"W7037399724","doi":"","title":"The Dynamics of Sphagnum in Forest and Peatland Communities in Southeastern Labrador, Canada","year":2017,"lang":"en","type":"article","venue":"Digital Access to Scholarship at Harvard (DASH) (Harvard University)","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sphagnum; Bog; Peat; Lichen; Dominance (genetics); Ecological succession; Bedrock","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004192695,0.0002264703,0.0003184197,0.0002532939,0.0006237781,0.002522477,0.003775646,0.00009308969,0.00000688781],"category_scores_gemma":[0.0001475262,0.0001972591,0.0000582935,0.0003426552,0.0002127536,0.003632881,0.00269396,0.0003074297,0.00002799268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002924645,"about_ca_system_score_gemma":0.0002202739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1446381,"about_ca_topic_score_gemma":0.9387431,"domain_scores_codex":[0.9984132,0.0001294612,0.0002884695,0.0003353621,0.0003578276,0.0004756735],"domain_scores_gemma":[0.9981689,0.0002139224,0.0002484209,0.00103822,0.0001336845,0.0001968364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005789857,0.00003644326,0.9426644,0.00003871825,0.00002037674,0.0001351835,0.0005547501,0.00004771037,0.000001260423,0.04812958,0.00003230675,0.008281359],"study_design_scores_gemma":[0.001237264,0.00009547141,0.8776061,0.00008280594,0.00001020557,0.00001865106,0.001349863,0.002012191,0.00002912779,0.002550253,0.1145539,0.000454186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869123,0.00002194693,0.001701726,0.0003449381,0.0002660691,0.0003960204,0.00005245783,0.00003763264,0.01026699],"genre_scores_gemma":[0.9978569,0.00002654658,0.00003977791,0.00005693094,0.00001732844,0.000002748121,0.00002048366,0.00001277168,0.001966582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.794105,"threshold_uncertainty_score":0.998513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357671273699144,"score_gpt":0.2268344804682367,"score_spread":0.2032577677312452,"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."}}