{"id":"W1604074866","doi":"","title":"A Note on Emerging Hydrographic Technology and Applications","year":2001,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Environmental Monitoring and Data Management","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Hydrography; Hydrographic survey; Information technology; Engineering; Geography; Cartography; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01085934,0.0006124977,0.0005236013,0.002550745,0.00115153,0.004424407,0.001251193,0.002884287,0.0108462],"category_scores_gemma":[0.01377119,0.0003154968,0.0007732069,0.003580112,0.000857805,0.005230412,0.00123901,0.005222325,0.00573948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00210159,"about_ca_system_score_gemma":0.009014054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01472944,"about_ca_topic_score_gemma":0.03363588,"domain_scores_codex":[0.9965008,0.0004777687,0.0004345427,0.0002510608,0.002146975,0.000188837],"domain_scores_gemma":[0.982569,0.005249761,0.0008484923,0.000620721,0.009982696,0.0007292353],"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":[0.00002795892,0.00003166372,0.0005326497,0.0007119418,0.000008471789,0.0003223982,0.0001265905,0.0002495902,0.0008072563,0.01736024,0.8535879,0.1262333],"study_design_scores_gemma":[0.000002921592,0.00002508948,0.000652234,0.0003366974,0.000004576308,0.00007638114,0.00007175207,0.00004626688,0.0001321652,0.001751423,0.9968938,0.000006798499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001793531,0.2648449,0.007792839,0.3991639,0.1433411,0.0003854718,0.002326704,0.0003972042,0.1799544],"genre_scores_gemma":[0.01331459,0.5368795,0.01955907,0.1040011,0.06222395,0.0003264007,0.00232069,0.0002480624,0.2611266],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01472944,"threshold_uncertainty_score":0.05743039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201273193006036,"score_gpt":0.2530234828826312,"score_spread":0.2410107509525708,"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."}}