{"id":"W7066389055","doi":"","title":"International Coastal Atlas Network Newsletter, Vol, 1, Nr 1, March 2012.","year":2016,"lang":"en","type":"other","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pacific Salmon Foundation; Koninklijk Belgisch Instituut voor Natuurwetenschappen","keywords":"Land cover; Wetland; Intertidal zone; Estuary; Atlas (anatomy); Cover (algebra); Habitat; Aerial photography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008336707,0.001163339,0.0004772798,0.004388547,0.0007015715,0.003425006,0.0009039039,0.0005934363,0.2570816],"category_scores_gemma":[0.00256165,0.0005122854,0.0002727281,0.006830767,0.0002932288,0.002173195,0.001444404,0.001012661,0.230121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001399055,"about_ca_system_score_gemma":0.002463644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03637676,"about_ca_topic_score_gemma":0.06792244,"domain_scores_codex":[0.9995216,0.00003517123,0.00004142203,0.00005945855,0.0003012723,0.00004105284],"domain_scores_gemma":[0.9987348,0.0001304965,0.0001080968,0.0001397702,0.0006722952,0.0002145023],"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":[0.00001086214,0.00001017309,0.0001970874,0.00005400345,9.685568e-7,0.000008236016,0.00001663683,0.00003299415,0.00004335196,0.0004365649,0.971133,0.02805605],"study_design_scores_gemma":[0.000002728487,0.000002597286,0.001047406,0.00005237412,0.000001082329,0.00001651789,0.00003505731,0.00003947766,0.00004669811,0.0001970552,0.998556,0.000003070952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001306512,0.003883838,0.003013931,0.003124793,0.003784889,0.0002586108,0.2272734,0.003945105,0.7534088],"genre_scores_gemma":[0.002508832,0.003072802,0.002805041,0.0004275341,0.0004762693,0.0002139554,0.1332283,0.001525109,0.8557422],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2570816,"threshold_uncertainty_score":0.8600236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427308294991207,"score_gpt":0.2720658425636946,"score_spread":0.2577927596137825,"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."}}