{"id":"W2038418234","doi":"10.1139/b08-100","title":"Inland diatoms from the McMurdo Dry Valleys and James Ross Island, Antarctica","year":2008,"lang":"en","type":"article","venue":"Botany","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benthic zone; Diatom; Archipelago; Oceanography; Taxon; STREAMS; Glacial period; Range (aeronautics); Ecology; Biology; Geology; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003060774,0.0001178485,0.0001647055,0.00001663144,0.0003433742,0.000147631,0.0002670566,0.00005333125,0.0005721995],"category_scores_gemma":[0.00009543219,0.00007163369,0.00003936476,0.00009218942,0.0002873731,0.0001446445,0.000184354,0.000121559,0.000333891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001467266,"about_ca_system_score_gemma":0.00006013106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001906444,"about_ca_topic_score_gemma":0.0001280654,"domain_scores_codex":[0.9988111,0.00009238004,0.0001499418,0.0002786723,0.0003327258,0.0003351852],"domain_scores_gemma":[0.9991733,0.0003306767,0.00003911131,0.0003095957,0.00003522353,0.0001120782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002058929,0.0002303189,0.754113,0.0000221628,0.00007780131,0.0003135824,0.00364106,0.000004960459,0.1699829,0.0009462185,0.06238263,0.00807955],"study_design_scores_gemma":[0.00122931,0.0001090871,0.8804034,0.00004704088,0.00002412423,0.00003907548,0.0003473598,0.0003451376,0.009991018,0.001740739,0.1053708,0.0003528961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942515,0.003152453,0.00005810587,0.000853021,0.0001540519,0.0001298289,0.00006956983,0.00003802378,0.001293412],"genre_scores_gemma":[0.9972664,0.001313157,0.0002989336,0.0003099116,0.0002575602,0.00001329062,0.000001771594,0.00001516326,0.0005237891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1599918,"threshold_uncertainty_score":0.6265184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822373924813532,"score_gpt":0.2532403269268078,"score_spread":0.2350165876786725,"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."}}