{"id":"W2226959056","doi":"10.5623/cig2011-047","title":"International Federation Of Surveyors Commission 4 Newsletter","year":2011,"lang":"en","type":"article","venue":"GEOMATICA","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Kuala lumpur; Commission; Cadastre; Geography; Political science; East Asia; Public administration; Library science; China; Law; Business; Archaeology; Cartography; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.006669797,0.0007617918,0.0008226157,0.004246641,0.002502232,0.006489542,0.001718143,0.005478508,0.11085],"category_scores_gemma":[0.0123706,0.0008782215,0.0007517815,0.003990529,0.0005822756,0.002442044,0.00245618,0.003094353,0.05441377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002879739,"about_ca_system_score_gemma":0.01709608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04916589,"about_ca_topic_score_gemma":0.07607654,"domain_scores_codex":[0.9940531,0.0007252779,0.0002912634,0.0004269521,0.003563828,0.0009397158],"domain_scores_gemma":[0.9806592,0.002749991,0.000848061,0.001981167,0.01197122,0.001790387],"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":[0.0000297529,0.00002324679,0.0004439991,0.00005336113,0.000002285719,0.00003196534,0.00003476456,0.00003633694,0.0001447317,0.0008475646,0.9794961,0.01885577],"study_design_scores_gemma":[0.000003503638,0.00000709069,0.001254571,0.00002590809,0.000002029839,0.00001084983,0.00005565359,0.00005115702,0.00007274798,0.0001522148,0.9983608,0.000003439366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006350718,0.01167095,0.008519082,0.1832709,0.09094722,0.001054467,0.02831805,0.003718008,0.6661507],"genre_scores_gemma":[0.00896463,0.003470542,0.00262742,0.01148436,0.005359131,0.0003367561,0.01179966,0.000517459,0.9554402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.11085,"threshold_uncertainty_score":0.3708303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903500307614556,"score_gpt":0.2046517635367815,"score_spread":0.1756167604606359,"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."}}