{"id":"W2161611102","doi":"10.5194/sd-21-29-2016","title":"The Towuti Drilling Project: paleoenvironments, biological evolution, and geomicrobiology of a tropical Pacific lake","year":2016,"lang":"en","type":"article","venue":"Scientific Drilling","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; University of British Columbia","funders":"Helmholtz-Zentrum Potsdam - Deutsches GeoForschungsZentrum GFZ; Natural Sciences and Engineering Research Council of Canada; Brown University; Deutsche Forschungsgemeinschaft; Genome British Columbia; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Scientific drilling; Geology; Drilling; Biogeochemistry; Borehole; Tectonics; Earth science; Paleontology; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003980238,0.0001311764,0.000203553,0.00003658844,0.0007801302,0.00005788709,0.0002117422,0.00007701966,0.0002166448],"category_scores_gemma":[0.0001744795,0.000053257,0.000069888,0.0002049602,0.001972218,0.00006554606,0.00006337667,0.00008157996,0.0001799671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003642287,"about_ca_system_score_gemma":0.00001547042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004437684,"about_ca_topic_score_gemma":0.0005470409,"domain_scores_codex":[0.9985818,0.0001077326,0.0002768584,0.0004448738,0.0001501977,0.0004384868],"domain_scores_gemma":[0.9991388,0.0004807323,0.00009504204,0.0001765844,0.00003955096,0.00006933559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004066134,0.00002239299,0.952246,0.000005415132,0.00002196037,0.000001701514,0.00009634501,0.00003317656,0.002126203,0.000852856,0.0001617964,0.04439152],"study_design_scores_gemma":[0.0002240813,0.0001588488,0.9355569,0.00002121636,0.000009004296,0.000005625461,0.0002519131,0.0002623513,0.0002133306,0.007917967,0.05523437,0.0001443233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960719,0.001229714,0.0006301186,0.0006694702,0.0005799641,0.0001716836,0.00008143087,0.00002576063,0.0005399866],"genre_scores_gemma":[0.9982917,0.0003039098,0.0002117938,0.00001384607,0.00007716182,0.000002234009,0.00001303551,0.000001353444,0.001084971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05507257,"threshold_uncertainty_score":0.7266718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701104728056473,"score_gpt":0.1882596647872573,"score_spread":0.1712486175066925,"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."}}