{"id":"W2953832553","doi":"10.5194/isprs-archives-xlii-1-w1-1-2017","title":"Preface","year":2017,"lang":"en","type":"article","venue":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"South Asian Cinema and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Helmholtz-Zentrum Potsdam - Deutsches GeoForschungsZentrum GFZ; Leibniz-Gemeinschaft; York University; Universität Stuttgart; Rheinische Friedrich-Wilhelms-Universität Bonn; Curtin University of Technology; University of Haifa; Aalto-Yliopisto; Institut national de recherche en informatique et en automatique (INRIA); Ohio State University; Technische Universität Braunschweig; Purdue University","keywords":"Computer science","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":[0.001247941,0.0009120648,0.0006667369,0.0019907,0.002007381,0.002918239,0.001189067,0.001232512,0.3998805],"category_scores_gemma":[0.007643562,0.0002752741,0.0004733521,0.001297505,0.0006183155,0.002533253,0.001967898,0.002828609,0.2646602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001841455,"about_ca_system_score_gemma":0.001945251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003265549,"about_ca_topic_score_gemma":0.003576735,"domain_scores_codex":[0.9992703,0.00009392825,0.00005401382,0.0001573979,0.0003554793,0.00006898748],"domain_scores_gemma":[0.9961577,0.0004413832,0.0001356153,0.0003256452,0.002275435,0.0006643001],"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":[0.0000322439,0.00002225076,0.0001572416,0.00009590769,0.000002402521,0.00007463931,0.0001156386,0.0001092831,0.0002698369,0.006674192,0.941683,0.05076338],"study_design_scores_gemma":[0.000002750439,0.00001268795,0.0002593107,0.00007607502,0.000001077952,0.00007611036,0.00006308014,0.00003687318,0.00008162717,0.001822486,0.9975643,0.000003563615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002684231,0.01436884,0.01246958,0.03833042,0.2184345,0.000667655,0.01098681,0.001941126,0.7001168],"genre_scores_gemma":[0.01160203,0.007455537,0.004024015,0.005848986,0.02948641,0.0002794805,0.007810259,0.0008739749,0.9326193],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3998805,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589596647272734,"score_gpt":0.2580305508118996,"score_spread":0.2321345843391723,"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."}}