{"id":"W2275238316","doi":"","title":"Future Advancements in Airborne Hydrography","year":2002,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Hydrography; Environmental science; Remote sensing; Geography; Meteorology; Climatology; Geology; Cartography","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":[0.005135807,0.0004194751,0.0006152053,0.0008676093,0.0002857244,0.002078664,0.0008903269,0.001463962,0.01105463],"category_scores_gemma":[0.007861976,0.0001801923,0.0004561113,0.002151578,0.0005774293,0.003388376,0.0005935167,0.000963344,0.001916847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000987354,"about_ca_system_score_gemma":0.002128043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005094851,"about_ca_topic_score_gemma":0.007115325,"domain_scores_codex":[0.999516,0.0001517191,0.00004093501,0.00006974817,0.0001708367,0.00005065309],"domain_scores_gemma":[0.9943456,0.002869264,0.0002261315,0.0002744947,0.002083333,0.0002010423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001312918,0.00009848546,0.005507251,0.001967188,0.000059458,0.00005754652,0.0001680451,0.009616097,0.00159127,0.02815612,0.04328448,0.9093628],"study_design_scores_gemma":[0.00005189376,0.0002100627,0.009737327,0.001325121,0.0001104603,0.0003010916,0.000952635,0.01149604,0.001198395,0.03210079,0.9424741,0.00004217094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02424115,0.8086119,0.03386324,0.07026014,0.00812803,0.00005392081,0.0008994227,0.0007902416,0.053152],"genre_scores_gemma":[0.1243422,0.8033337,0.04124439,0.00688913,0.00574219,0.00007184866,0.001202783,0.0001395812,0.0170342],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01105463,"threshold_uncertainty_score":0.03698146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02855897944035259,"score_gpt":0.2479102782402677,"score_spread":0.2193512987999151,"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."}}