{"id":"W6931683749","doi":"10.5683/sp2/jmkah6","title":"High resolution land cover classification map for regions of Trail Valley Creek using Unmanned Aerial Systems (UAS)","year":2020,"lang":"en","type":"dataset","venue":"Borealis","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Land cover; Footprint; Aerial photos; Aerial imagery; High resolution; Aerial photography; Aerial survey; Cover (algebra); RGB color model","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000188347,0.000212783,0.0005914572,0.000101325,0.00008937927,0.00004025007,0.000162058,0.0004323919,0.00001087296],"category_scores_gemma":[0.000933427,0.0002100358,0.0001505075,0.0001159496,0.00007796964,0.00005004997,0.00004379698,0.0002029429,0.000009905156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001139985,"about_ca_system_score_gemma":0.000243809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09365602,"about_ca_topic_score_gemma":0.002932879,"domain_scores_codex":[0.9985088,0.00008123359,0.000493691,0.0003407816,0.0003466872,0.0002288533],"domain_scores_gemma":[0.9983857,0.0002887133,0.0004370428,0.0005141456,0.0002017202,0.0001727223],"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":[0.0008121157,0.00008488849,0.00002153579,0.0009977788,0.0001269157,0.00001905686,0.00001750474,0.0002124523,0.00007234271,0.0002606548,0.9973381,0.00003661229],"study_design_scores_gemma":[0.002077163,0.0003465893,0.0006468447,0.0009529382,0.0009568675,0.00002196034,0.00003106596,0.003036588,0.00002116231,0.00005629381,0.9916459,0.0002066177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006301929,0.0002444657,0.002949007,0.0004918635,0.0004547023,0.0008859968,0.9948068,0.00004993281,0.00005420712],"genre_scores_gemma":[0.001460334,0.0001921696,0.0009512978,0.0001051109,0.001433484,0.00006510613,0.9957083,0.00003172411,0.00005247004],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09072313,"threshold_uncertainty_score":0.9123794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07143041951925747,"score_gpt":0.3000464096155115,"score_spread":0.228615990096254,"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."}}