{"id":"W6987240826","doi":"","title":"Spatial and temporal variability in the geochemistry of the sediments at the Main Endeavour Field, Juan de Fuca Ridge","year":2023,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Educational Methods and Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrothermal circulation; Hydrothermal vent; Seawater; Sediment; Plume; Transect; Settling; Ridge","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005784697,0.00008117511,0.0001534373,0.00005359529,0.001704709,0.00004556236,0.0004558171,0.0002026531,0.00006143299],"category_scores_gemma":[0.001557328,0.00005952105,0.00006561811,0.0002772101,0.0004270287,0.00004898681,0.0001252658,0.0008525892,9.078489e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566332,"about_ca_system_score_gemma":0.0005626907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03207044,"about_ca_topic_score_gemma":0.01217349,"domain_scores_codex":[0.9960851,0.002665978,0.0001215991,0.000215527,0.0006855366,0.0002262617],"domain_scores_gemma":[0.996279,0.003131457,0.0001591907,0.0002034238,0.0001629834,0.00006397344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002911649,0.0001085142,0.8168131,0.0003621393,0.00008109297,0.00001560562,0.1723992,0.000004600366,0.003494169,0.0006729101,0.003197405,0.00256006],"study_design_scores_gemma":[0.0002233662,0.00008090594,0.7859839,0.0001300131,0.00002977404,0.00000191716,0.1961803,0.00003563057,0.0006051362,0.001705008,0.01492344,0.0001006267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890317,0.0001073072,0.000004717318,0.001621444,0.0004298545,0.0002252205,0.000007243604,0.000006887715,0.008565659],"genre_scores_gemma":[0.9759333,0.0001191098,0.00005607037,0.000007215017,0.0002270783,0.000001544361,0.00002229476,0.000005710003,0.02362767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03082923,"threshold_uncertainty_score":0.9995949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03400889611514966,"score_gpt":0.3511638918399014,"score_spread":0.3171549957247517,"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."}}