{"id":"W6888478014","doi":"10.21256/zhaw-26700","title":"Gesichter einer Stadt - Orte der Ruhe erkunden","year":2019,"lang":"de","type":"article","venue":"Zürcher Hochschule für Angewandte Wissenschaften digital collection (Zurich University of Applied Sciences)","topic":"Ecology, Conservation, and Geographical Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Limiting; Quarter (Canadian coin); Order (exchange)","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008601471,0.000558592,0.0007354113,0.0004318155,0.001541086,0.0003032335,0.0009565213,0.0004198973,0.003263005],"category_scores_gemma":[0.00005910707,0.0005787757,0.0003357744,0.003630302,0.00260816,0.001149789,0.0007728988,0.0004909815,0.002372191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003792359,"about_ca_system_score_gemma":0.0002329103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008875316,"about_ca_topic_score_gemma":0.001499366,"domain_scores_codex":[0.9958242,0.0001227841,0.000519101,0.001378749,0.001152792,0.001002432],"domain_scores_gemma":[0.9980748,0.0003348136,0.0004734505,0.0005447815,0.0001903998,0.0003817103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003197242,0.002752444,0.8161215,0.0004017437,0.002482243,0.0001144212,0.01310829,0.007765387,0.02429413,0.008722128,0.1172669,0.003773567],"study_design_scores_gemma":[0.007913915,0.003023503,0.6023819,0.0001957976,0.001128472,0.00002978254,0.02255663,0.004273027,0.005303103,0.009245816,0.3403264,0.003621707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8186283,0.0006072391,0.0004984654,0.001798785,0.0006236001,0.00113362,0.0001037701,0.0001338126,0.1764724],"genre_scores_gemma":[0.9645911,0.0003299948,0.0007761067,0.0004261209,0.0001164976,0.000003697533,0.00003102389,0.00003166999,0.03369376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2230595,"threshold_uncertainty_score":0.9997588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097665077169075,"score_gpt":0.2064749987826756,"score_spread":0.1954983480109848,"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."}}