{"id":"W4410150659","doi":"10.1353/document.4441","title":"FRONTSTAMMLAGER (FRONTSTALAG) 133","year":2022,"lang":"en","type":"reference-entry","venue":"","topic":"Urban and spatial planning","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.0001586813,0.0003410089,0.0003762539,0.00005923531,0.000269396,0.00006475711,0.0006013303,0.0002454215,0.5007901],"category_scores_gemma":[0.00002331285,0.0003106738,0.0001566409,0.000152688,0.00009563118,0.0001409411,0.0008924037,0.0007489486,0.00587255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005168546,"about_ca_system_score_gemma":0.00004091433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003337782,"about_ca_topic_score_gemma":0.0006164409,"domain_scores_codex":[0.9976581,0.00007850686,0.0003005837,0.0006333697,0.0008318282,0.0004976093],"domain_scores_gemma":[0.9991669,0.00004841915,0.0001377584,0.0004696243,0.000003076287,0.0001742402],"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":[0.000008606925,0.0000429395,0.003453356,0.00001243237,0.00002054701,0.00004751125,0.0001114122,0.00003362309,0.000002093723,0.00002156115,0.9481472,0.04809872],"study_design_scores_gemma":[0.0001586459,0.00005221647,0.001699585,0.00001869312,0.00003109439,0.000005838338,0.00009785599,0.0001316067,0.000004897289,0.0001574174,0.9972196,0.0004225296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005699855,0.0007895516,0.0002512635,0.00009315328,0.001506442,0.0002296639,0.000156551,0.0001318633,0.9962716],"genre_scores_gemma":[0.002104012,0.002270164,0.0006084333,0.0006883693,0.0002688379,0.00004334172,0.0007293514,0.00005867081,0.9932288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4949176,"threshold_uncertainty_score":0.9999346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640100466479164,"score_gpt":0.2146932985768639,"score_spread":0.1982922939120723,"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."}}