{"id":"W2328268147","doi":"10.2495/afm080091","title":"Stability of meridionally-flowing grounded abyssal currents in the ocean","year":2008,"lang":"en","type":"article","venue":"WIT transactions on engineering sciences","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Abyssal zone; Stability (learning theory); Geology; Marine engineering; Oceanography; Computer science; Engineering","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":[0.0004257777,0.0001037282,0.0001190372,0.00005674165,0.0002413646,0.00002017836,0.0003407692,0.0000275347,0.0001599297],"category_scores_gemma":[0.00001870085,0.00006950326,0.0000589256,0.001085039,0.0002707522,0.0002941956,6.911861e-7,0.0001483161,0.000003994312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003219992,"about_ca_system_score_gemma":0.00006268165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003058249,"about_ca_topic_score_gemma":0.000111411,"domain_scores_codex":[0.9989628,0.00002913023,0.0001898487,0.00019503,0.0004094402,0.0002137704],"domain_scores_gemma":[0.9996188,0.0001957656,0.00002216831,0.0001069169,0.00001773759,0.00003861528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00002848124,0.0002152095,0.3368344,0.00008253028,0.00002367475,0.00001253563,0.00259385,0.6515127,0.00008997189,0.0002156721,0.00001858248,0.008372379],"study_design_scores_gemma":[0.0003804124,0.0003846683,0.8658671,0.00009657571,0.00001627768,0.00005477078,0.002013908,0.1292165,0.001114966,0.0002114079,0.000302342,0.0003410728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984304,0.00022968,0.01437511,0.0001065754,0.0002335516,0.00008283102,0.00001553819,0.00003577894,0.000616946],"genre_scores_gemma":[0.9986965,0.00008314662,0.001168255,0.00002861896,0.00001572581,7.83449e-7,0.000002074184,0.000001643907,0.000003226767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5290326,"threshold_uncertainty_score":0.2834261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456918164056271,"score_gpt":0.2011255508815144,"score_spread":0.1765563692409517,"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."}}