{"id":"W6998943081","doi":"","title":"Biogeochemical cycling in iron-rich Lake Matano, Indonesia: An early ocean analogue","year":2008,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Danmarks Grundforskningsfond; Université du Québec à Montréal; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Chemocline; Pycnocline; Anoxic waters; Biogeochemical cycle; Anoxygenic photosynthesis; Methanogenesis; Biogeochemistry; Phototroph; Water column; Surface water","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00006526207,0.0001561538,0.0002271105,0.0003573477,0.0005330396,0.0004962506,0.0001765043,0.0001768296,0.0009694675],"category_scores_gemma":[0.00008599139,0.0001282813,0.0001161493,0.0005084353,0.0002052072,0.0002687935,0.0003668189,0.0001834719,0.000164587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007046651,"about_ca_system_score_gemma":0.0004178621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01882946,"about_ca_topic_score_gemma":0.02963521,"domain_scores_codex":[0.999959,0.000003293402,0.000004432931,0.00001562064,0.000009050401,0.000008664025],"domain_scores_gemma":[0.9999566,0.000003653501,0.00001118158,0.000002264276,0.00001434444,0.00001200545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008296159,0.0002916949,0.8135082,0.0002913423,0.00007302064,0.002278531,0.002472488,0.0007010885,0.1534143,0.0003617661,0.0003996787,0.02537831],"study_design_scores_gemma":[0.00001505945,0.00009498488,0.9896923,0.00001772255,0.00002805572,0.0003014496,0.001213128,0.001594637,0.004891709,0.0001213313,0.002019644,0.00001016734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985905,0.00008516912,0.00004539919,0.00002523349,0.000002590484,0.000003325721,0.00015803,0.000007151521,0.001082525],"genre_scores_gemma":[0.9991767,0.00004138232,0.0001693683,0.00001383758,0.000002230284,0.000003815903,0.00009939702,0.000002977893,0.0004902142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01882946,"threshold_uncertainty_score":0.0374397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203215608717294,"score_gpt":0.2123378922577524,"score_spread":0.2003057361705795,"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."}}