{"id":"W6908786320","doi":"10.34726/hss.2022.105726","title":"Nomads for Future. Zur Nachhaltigkeit in der Nomadenarchtitektur","year":2022,"lang":"de","type":"article","venue":"reposiTUm (TU Wien)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); German; Umwelt; Historical heritage","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":[],"category_scores_codex":[0.002340342,0.000526142,0.001024799,0.0004103241,0.01217128,0.00003418169,0.0006604808,0.0005140665,0.001348761],"category_scores_gemma":[0.0001866898,0.0005479701,0.0003697826,0.0007076274,0.0001144954,0.0002515981,0.001556169,0.002123502,0.0006615951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245985,"about_ca_system_score_gemma":0.001746713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002318977,"about_ca_topic_score_gemma":0.0290506,"domain_scores_codex":[0.9925209,0.001104048,0.001526705,0.001092822,0.0004990166,0.003256518],"domain_scores_gemma":[0.997139,0.0007404484,0.0006633421,0.000870082,0.0003029707,0.0002841766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003898704,0.005703754,0.192918,0.005195545,0.002288184,0.002968738,0.5210524,0.001040427,0.0009742684,0.05084967,0.2069667,0.006143604],"study_design_scores_gemma":[0.00320047,0.001546883,0.02361725,0.00009588894,0.0002643986,0.0001014524,0.06132798,0.0007255488,0.00002186936,0.0008836264,0.907455,0.0007596168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.791898,0.06177906,0.0006962764,0.05048973,0.05988664,0.01439548,0.0009884222,0.0003338854,0.01953247],"genre_scores_gemma":[0.9646248,0.0008094416,0.0008519517,0.004857985,0.005791123,0.003841741,0.0002393478,0.000178481,0.01880515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7004883,"threshold_uncertainty_score":0.9996972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727885222044783,"score_gpt":0.3402774775677374,"score_spread":0.3129986253472895,"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."}}