{"id":"W4249808795","doi":"10.1007/978-3-319-17885-1_63","title":"Application Schema","year":2017,"lang":"de","type":"book-chapter","venue":"Encyclopedia of GIS","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Natural Resources Canada","funders":"","keywords":"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":[0.001204737,0.001667253,0.0008872633,0.002921434,0.0007616788,0.006611985,0.00238685,0.001836485,0.1525154],"category_scores_gemma":[0.005043607,0.0008269575,0.0009911427,0.003667716,0.0005146961,0.00612223,0.004036005,0.002196504,0.1311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269714,"about_ca_system_score_gemma":0.00184719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00560638,"about_ca_topic_score_gemma":0.005128169,"domain_scores_codex":[0.9986483,0.0002059099,0.0001893414,0.0003339444,0.000499954,0.0001225211],"domain_scores_gemma":[0.9984782,0.0003328133,0.00005734903,0.0004814601,0.0005369652,0.0001131329],"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":[0.0001781389,0.00008518052,0.0005881813,0.000905416,0.00003625918,0.0002203113,0.0003068947,0.0009769526,0.002835396,0.05085644,0.8468596,0.09615122],"study_design_scores_gemma":[0.00001601565,0.000005918387,0.0001515674,0.0001061827,0.000007569877,0.0001391145,0.00005844822,0.0008573996,0.001167325,0.007571971,0.9899047,0.00001382077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003139473,0.002757487,0.23525,0.00405309,0.001646364,0.001330377,0.2944208,0.125039,0.3323635],"genre_scores_gemma":[0.03540638,0.005279224,0.1421277,0.004622414,0.00049519,0.002052395,0.560028,0.04076474,0.2092239],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1525154,"threshold_uncertainty_score":0.5102147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125252425381615,"score_gpt":0.2344460833237716,"score_spread":0.2231935590699554,"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."}}