{"id":"W6894288573","doi":"10.5683/sp3/u3u6gy","title":"Experimental Data from Methane-Enriched Freshwater Mesocosms at Gault Nature Reserve [Quebec, Canada, 2024]","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mesocosm; Diel vertical migration; Plankton; Nutrient; Phytoplankton; Experimental forest; Nature reserve","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001646162,0.002238296,0.001537404,0.003675153,0.002107097,0.002055372,0.003386446,0.001325525,0.05050933],"category_scores_gemma":[0.006520852,0.0007110068,0.00101111,0.009182207,0.0005060283,0.000775673,0.001276155,0.001204298,0.02824193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009595004,"about_ca_system_score_gemma":0.01484242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8576947,"about_ca_topic_score_gemma":0.9201521,"domain_scores_codex":[0.9986221,0.00009998692,0.000104398,0.0003355769,0.000560438,0.000277523],"domain_scores_gemma":[0.9938167,0.0007367678,0.0003971147,0.001003395,0.003500562,0.0005453989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000115451,0.00003888853,0.00659639,0.0006057862,0.00009021613,0.00002999873,0.00004857522,0.001085569,0.0003762946,0.0003229248,0.9862546,0.004435295],"study_design_scores_gemma":[0.0004208479,0.00003970947,0.06298846,0.0004751381,0.0001117856,0.00004225184,0.0001679557,0.001732221,0.001192058,0.0007916553,0.9319183,0.0001196303],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003187754,0.00002471344,0.00004447703,0.00001681875,0.000007167626,0.00001123063,0.9989409,0.0001779584,0.0004580981],"genre_scores_gemma":[0.001117822,0.00003117458,0.0002239998,0.0000237716,0.000002002796,0.00008199321,0.9977685,0.00005826768,0.00069257],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1423053,"threshold_uncertainty_score":0.2862866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02682186539863977,"score_gpt":0.3088355451284063,"score_spread":0.2820136797297665,"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."}}