{"id":"W2165832202","doi":"10.5194/os-6-799-2010","title":"Suspended particles in the Canada Basin from optical and bottle data, 2003–2008","year":2010,"lang":"en","type":"article","venue":"Ocean science","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia","funders":"","keywords":"Canada Basin; Structural basin; Oceanography; Arctic; Attenuation; Environmental science; Ridge; Geology; Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002662711,0.0003958432,0.0002341666,0.001311677,0.001342661,0.001072451,0.0005158503,0.0001936076,0.0008030544],"category_scores_gemma":[0.0005639389,0.0002210637,0.0003092982,0.002835144,0.0002965067,0.0002622923,0.000412709,0.0002909717,0.0002060469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01357368,"about_ca_system_score_gemma":0.01358625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991739,"about_ca_topic_score_gemma":0.995858,"domain_scores_codex":[0.9996949,0.000007353407,0.00001330296,0.00004500866,0.0001860737,0.0000533197],"domain_scores_gemma":[0.9991038,0.0000219618,0.00009104024,0.00002145408,0.000688882,0.00007278907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001611877,0.00003512127,0.9750107,0.00006972553,0.0001198716,0.0001128334,0.0005342573,0.0008336176,0.0040346,0.0001104423,0.002841065,0.0161366],"study_design_scores_gemma":[0.000007068931,0.000009372819,0.994357,0.0000124858,0.00002553664,0.000026684,0.0002875824,0.001179669,0.00100402,0.00001143107,0.003069425,0.000009766305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821419,0.0004336046,0.0003632381,0.00008443987,0.000008694172,0.00002681699,0.01376074,0.00005917536,0.003121503],"genre_scores_gemma":[0.9775378,0.0004171063,0.00170567,0.0001092114,0.000007422425,0.00003232193,0.01724827,0.0000255877,0.002916634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01357368,"threshold_uncertainty_score":0.0984844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378495881618495,"score_gpt":0.2150380994881626,"score_spread":0.2012531406719777,"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."}}