{"id":"W6986068181","doi":"","title":"An ocean of possibilities : applications and challenges of marine geomorphometry","year":2015,"lang":"en","type":"article","venue":"eCite Digital Repository (University of Tasmania)","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bathymetry; Terrain; Variety (cybernetics); Digital elevation model; Marine spatial planning","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":[0.0001129546,0.0000680495,0.0001670252,0.0001361791,0.0000529583,0.00002404193,0.0002569921,0.00004516399,0.00003831639],"category_scores_gemma":[0.00001365852,0.00007504624,0.00003390466,0.0001300705,0.0003909673,0.0005124651,0.00006291943,0.00005490301,0.000004296838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006777159,"about_ca_system_score_gemma":0.00006355339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182617,"about_ca_topic_score_gemma":0.0002280028,"domain_scores_codex":[0.9992717,0.00002787017,0.000119847,0.0001743958,0.0002906184,0.0001155584],"domain_scores_gemma":[0.9992293,0.00008304181,0.0001078205,0.0002367921,0.0001869048,0.0001561658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002476849,0.0002409176,0.9551625,0.0004568633,0.0001036579,0.00003706136,0.002950077,0.001582945,0.0008353918,0.0002399011,0.0001189302,0.03802407],"study_design_scores_gemma":[0.001008581,0.001733614,0.9384736,0.00004778042,0.0000611314,0.00008000768,0.03528086,0.01389071,0.002138205,0.005747657,0.001197744,0.0003401456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690973,0.000346588,0.0005934473,0.00002178055,0.00002039378,0.0001102091,0.0001826078,0.00001231245,0.02961542],"genre_scores_gemma":[0.9981038,0.0000874313,0.0009986336,0.000001085051,0.00001490177,2.11229e-8,0.00004601633,0.000002143578,0.0007459645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03768392,"threshold_uncertainty_score":0.3060297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298800386219622,"score_gpt":0.2046282545093812,"score_spread":0.174748215887419,"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."}}