{"id":"W6945592226","doi":"10.25384/sage.c.5409845.v1","title":"Late-Holocene diatom community response to climate driven chemical changes in a small, subarctic lake, Northwest Territories, Canada","year":2021,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subarctic climate; Diatom; Tephra; Paleolimnology; Varve; Climate change; Period (music); Sediment; Deposition (geology); Holocene","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":[0.0001573477,0.000148291,0.0001880366,0.0004672443,0.001393824,0.0007230059,0.0003694479,0.0001740305,0.0008585619],"category_scores_gemma":[0.000502369,0.0001621177,0.0001310397,0.0009765048,0.0005026028,0.0002228118,0.0003926324,0.0001937707,0.00009475095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01030364,"about_ca_system_score_gemma":0.005107728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9746965,"about_ca_topic_score_gemma":0.9917588,"domain_scores_codex":[0.9998991,0.000007435463,0.000004848639,0.000028936,0.00002231195,0.00003730709],"domain_scores_gemma":[0.9996763,0.00002220214,0.00004468104,0.000009937936,0.0001507268,0.00009611445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008052066,0.00002210978,0.991631,0.00001266052,0.00003038941,0.0001011155,0.00118555,0.0003268519,0.002446094,0.00004645251,0.0002213479,0.003895967],"study_design_scores_gemma":[0.000001506166,0.0000053634,0.998453,0.000002021365,0.00000559791,0.00001715766,0.0008161006,0.0003494653,0.00009865956,0.000007168821,0.0002414513,0.000002346654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993823,0.00003851774,0.00002182194,0.0000214295,5.808196e-7,0.000002333746,0.0002545655,0.000002030431,0.0002764039],"genre_scores_gemma":[0.9989721,0.0000648046,0.00008652772,0.00001592739,7.566034e-7,0.000002807182,0.0003265743,0.000002134761,0.0005284498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02530354,"threshold_uncertainty_score":0.07475853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05254471209906386,"score_gpt":0.3161014049211133,"score_spread":0.2635566928220494,"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."}}