{"id":"W190764720","doi":"10.36198/9783838587288","title":"Wirtschaftsgeographie","year":2018,"lang":"de","type":"book","venue":"","topic":"Ecology, Conservation, and Geographical Studies","field":"Environmental Science","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Political science; Philosophy; Sociology","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006277241,0.0007048668,0.0007006975,0.000211597,0.001093021,0.00008345259,0.000793258,0.0008417045,0.06621485],"category_scores_gemma":[0.0001188216,0.0006107206,0.0004869039,0.0006654173,0.005019044,0.0001669363,0.0008208582,0.0005301598,0.04787598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009897336,"about_ca_system_score_gemma":0.00005691844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005530365,"about_ca_topic_score_gemma":0.005572799,"domain_scores_codex":[0.9964035,0.0001400348,0.0007007751,0.001200546,0.0006287498,0.0009263611],"domain_scores_gemma":[0.9981356,0.0003854373,0.0003122609,0.0007575827,0.00007432506,0.0003347989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001886519,0.0001213476,0.5346161,0.00003228459,0.0002995578,0.00001261304,0.000082288,0.000001473921,0.00000746919,0.004835658,0.4588771,0.001095166],"study_design_scores_gemma":[0.0002440159,0.000307426,0.2817388,0.00004179684,0.0001724372,0.000002859977,0.0000339168,0.00001805873,0.000009896801,0.01720007,0.6996417,0.0005890569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01389308,0.002674592,0.0001537721,0.004087827,0.002806457,0.0009838861,0.00008448973,0.0002568476,0.975059],"genre_scores_gemma":[0.0157841,0.01260716,0.001263023,0.006510921,0.001633549,0.00008974976,0.0001798103,0.0000794869,0.9618522],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2528774,"threshold_uncertainty_score":0.9996344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009907617692363788,"score_gpt":0.2104886927071419,"score_spread":0.2005810750147781,"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."}}