{"id":"W1973363266","doi":"10.1023/b:jopl.0000022546.21996.41","title":"Distribution and Autecology of Chrysophyte Cysts from High Arctic Svalbard Lakes: Preliminary Evidence of Recent Environmental Change","year":2004,"lang":"en","type":"article","venue":"Journal of Paleolimnology","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Paleolimnology; Arctic; Sediment; Sedimentology; Climate change; Environmental science; Oceanography; Physical geography; Ecology; Geology; Geography; Geomorphology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001450277,0.0001043288,0.0002719948,0.00004489479,0.00003143354,0.000002020183,0.0001769394,0.0002126119,0.00004830299],"category_scores_gemma":[0.0001017922,0.0001002945,0.00007896328,0.00003982826,0.00028869,0.00001152071,0.0001224228,0.0001270152,0.000001533632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003502502,"about_ca_system_score_gemma":0.00006048979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000469355,"about_ca_topic_score_gemma":0.00003266076,"domain_scores_codex":[0.9991789,0.00009302824,0.0003210348,0.0001539761,0.0001052381,0.0001478177],"domain_scores_gemma":[0.9992367,0.00003676848,0.0004434004,0.0001534213,0.00006660715,0.00006311211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002053031,0.0003680473,0.3182431,0.0001140954,0.0002889267,0.00007763352,0.0003413688,0.00006417714,0.6747349,0.0001262152,0.00004359513,0.003544851],"study_design_scores_gemma":[0.001348067,0.004394559,0.8753021,0.0001047791,0.0001124506,0.000202122,0.00009833841,0.000001893201,0.1169548,0.001089242,0.0002895056,0.0001022285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920244,0.006512941,0.0004123871,0.0005321347,0.0002461582,0.0001174937,0.0001480117,0.000001212118,0.00000522378],"genre_scores_gemma":[0.9917483,0.007453554,0.0004821286,0.00007707575,0.0001687767,0.000002842648,0.00005800312,0.000004920072,0.000004416539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5577801,"threshold_uncertainty_score":0.4089893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103844074145978,"score_gpt":0.2377386999304595,"score_spread":0.2167002591889998,"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."}}