{"id":"W1990440280","doi":"10.1007/s00548-002-0085-1","title":"Freie GIS-Software","year":2002,"lang":"de","type":"article","venue":"Standort","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Political science; Humanities; Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001083393,0.0002684706,0.0002610216,0.00007715968,0.0001450375,0.00006725526,0.0002940125,0.0002060549,0.002393785],"category_scores_gemma":[0.00008319928,0.0003080915,0.0001141329,0.0002712793,0.00005340567,0.00009035205,0.00006184969,0.0003845967,0.005703033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001632607,"about_ca_system_score_gemma":0.00001636094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006123669,"about_ca_topic_score_gemma":0.00002300773,"domain_scores_codex":[0.9984962,0.00001649871,0.0003804287,0.0003347643,0.000307593,0.0004644865],"domain_scores_gemma":[0.9988984,0.00008409756,0.00005031278,0.0007105028,0.00008212846,0.0001745557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002162645,0.0004716937,0.004819077,0.0006180438,0.0009137951,0.0001007229,0.005341422,0.5345932,0.0004932735,0.005982239,0.3371717,0.1094733],"study_design_scores_gemma":[0.001015665,0.00007169706,0.0005314536,0.0001477482,0.0002465427,0.0000066786,0.00006625714,0.5014485,0.0004612102,0.002185017,0.4929656,0.0008535511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01084064,0.03256175,0.9255347,0.0007277502,0.002961844,0.0008348285,0.0005824052,0.001503893,0.02445224],"genre_scores_gemma":[0.9547997,0.00300952,0.03631983,0.0001624185,0.00145562,0.0001421644,0.00008329649,0.0001750034,0.003852515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.943959,"threshold_uncertainty_score":0.9999371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075121774958708,"score_gpt":0.2153523724218811,"score_spread":0.194601154672294,"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."}}