{"id":"W6888774760","doi":"10.21966/31db-5090","title":"Owikeno Lake Bathymetric Survey","year":2019,"lang":"en","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bathymetry; Echo sounding; Hydrographic survey; Hydrography; Bathymetric chart; Seafloor spreading; Suite; Sonar","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002079351,0.001166924,0.001450556,0.002304215,0.0002362796,0.000334698,0.002422815,0.001174608,0.003813931],"category_scores_gemma":[0.002280694,0.001150093,0.0003590531,0.003856221,0.0003870907,0.000742485,0.0007970572,0.0016698,0.3971594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003830495,"about_ca_system_score_gemma":0.001165289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004262965,"about_ca_topic_score_gemma":0.07578178,"domain_scores_codex":[0.9943653,0.0004896294,0.0009345974,0.001518012,0.001493446,0.001199045],"domain_scores_gemma":[0.9943445,0.0003204447,0.0007417079,0.003800869,0.0003927124,0.0003997868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008282817,0.0002353731,0.0003733451,0.0002373397,0.0002467318,0.0002534265,0.000005464063,0.00008836789,0.000005602535,0.00002266126,0.9982302,0.0002186206],"study_design_scores_gemma":[0.0009931369,0.00008463511,0.008763779,0.0001704674,0.00023732,0.00005786472,0.000001296051,0.000009176302,0.00000769425,0.000008153605,0.9883487,0.00131782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001599634,0.0007008946,0.00001782824,0.00001390871,0.01052454,0.0009986447,0.9848152,0.0002775406,0.002491479],"genre_scores_gemma":[0.00006618838,0.0004339044,0.0001043176,0.0003564231,0.0008683485,0.00006778123,0.9940233,0.0002357876,0.003843913],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3933454,"threshold_uncertainty_score":0.9990949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08345170446639112,"score_gpt":0.3136330149340743,"score_spread":0.2301813104676831,"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."}}