{"id":"W1974196368","doi":"10.1080/07055900.2012.677413","title":"Modelling Temperature, Currents and Stratification in Placentia Bay","year":2012,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"Networks of Centres of Excellence of Canada; Canadian Space Agency; National Oceanic and Atmospheric Administration; ArcticNet","keywords":"Bay; Oceanography; Stratification (seeds); Upwelling; Geology; Estuary; Tidal current; Sea surface temperature; Ocean current; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002525845,0.0001809057,0.000167633,0.000004621713,0.0001349753,0.00008845774,0.0001456372,0.00009950755,0.0005681739],"category_scores_gemma":[0.00001352024,0.0001532317,0.00003148488,0.0004036689,0.00007228166,0.0007166882,0.00001016362,0.0001930602,0.00004291721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003698663,"about_ca_system_score_gemma":0.00003245001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004196682,"about_ca_topic_score_gemma":0.0001947415,"domain_scores_codex":[0.9988075,0.00004684396,0.0002439382,0.0002663291,0.0002043159,0.0004310271],"domain_scores_gemma":[0.9994944,0.00005999909,0.00007501853,0.000153958,0.00002765052,0.0001889193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001612232,0.00003877254,0.9773504,0.00003133529,0.000009138111,0.000001428475,0.0003346902,0.01482585,0.000002455561,0.0001567493,0.0003991117,0.006834],"study_design_scores_gemma":[0.0008762399,0.00009892488,0.7227924,0.0001204668,0.00004328058,0.00002290183,0.001673898,0.2651622,0.0001300231,0.002000331,0.00636163,0.0007176146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885728,0.007599915,0.0003335255,0.00004671795,0.0002947947,0.0001422779,0.00001302998,0.00005311558,0.002943792],"genre_scores_gemma":[0.9961815,0.0005651486,0.002785109,0.00007897401,0.0001239796,3.482408e-7,0.00008424418,0.000006851788,0.0001738682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2545579,"threshold_uncertainty_score":0.6248606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354955757022048,"score_gpt":0.2118125310612204,"score_spread":0.1982629734909999,"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."}}