{"id":"W2488622718","doi":"10.1017/cbo9780511613005.014","title":"Diatoms as indicators of coastal paleoenvironments and relative sea-level change","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Diatom; Geology; Littoral zone; Oceanography; Holocene; Climate change; Sea level; Sedimentary depositional environment; Glacial period; Physical geography; Paleontology; Geography; Structural basin","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000663623,0.0004673147,0.0004640549,0.002594879,0.0002263215,0.001234056,0.0004228306,0.0004379709,0.000808886],"category_scores_gemma":[0.0007540994,0.0002104993,0.0001858527,0.004716871,0.0003889216,0.0006849826,0.0008961068,0.0005344567,0.0002843593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005113588,"about_ca_system_score_gemma":0.0003825037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003874964,"about_ca_topic_score_gemma":0.009397959,"domain_scores_codex":[0.9996502,0.00007229741,0.00004362278,0.0001223706,0.00008839904,0.00002301839],"domain_scores_gemma":[0.999572,0.0001437663,0.0001459669,0.00001738033,0.00008358093,0.00003731673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004275172,0.00009490443,0.5116534,0.003295279,0.0003320448,0.0004817848,0.001786415,0.001380641,0.03355855,0.007753624,0.003509133,0.4357267],"study_design_scores_gemma":[0.00001308082,0.0003154205,0.8976875,0.0006115963,0.0002849481,0.001519989,0.001858207,0.002116518,0.006843911,0.006141525,0.08252966,0.00007769962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3678265,0.5703723,0.01940633,0.001175372,0.0005153441,0.000119857,0.006463984,0.0001306618,0.03398965],"genre_scores_gemma":[0.7208928,0.2317449,0.03237015,0.0004020989,0.0004127111,0.0001553354,0.00367925,0.00003530487,0.01030736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003874964,"threshold_uncertainty_score":0.007704794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100196598877384,"score_gpt":0.2028401485916464,"score_spread":0.1718381826028726,"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."}}