{"id":"W6981903517","doi":"","title":"Fluid resource and conservation frontiers in Switzerland and beyond: Futurity, visuality, and materiality","year":2023,"lang":"en","type":"dissertation","venue":"Zurich Open Repository and Archive (University of Zurich)","topic":"Genome Rearrangement Algorithms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materiality (auditing); Solidarity; Citizen journalism; Biodiversity; Resource (disambiguation); Vulnerability (computing)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002187687,0.0006686963,0.0002555753,0.001601853,0.00757604,0.01200111,0.0007269727,0.001576718,0.009685992],"category_scores_gemma":[0.002040976,0.0002295279,0.0003149988,0.001250481,0.02055433,0.005856126,0.006665395,0.001742377,0.0004110195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005485009,"about_ca_system_score_gemma":0.002459246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041424,"about_ca_topic_score_gemma":0.01944365,"domain_scores_codex":[0.997666,0.001462817,0.00002500655,0.0001576481,0.0003013624,0.0003872383],"domain_scores_gemma":[0.9988304,0.0006123965,0.0001131032,0.0001372029,0.00008715791,0.0002197277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001186639,0.00004521256,0.0046435,0.0003097548,0.00002090044,0.002227335,0.4979505,0.001606233,0.002625471,0.4324966,0.01419766,0.04375809],"study_design_scores_gemma":[0.00002352766,0.0001355652,0.0135976,0.0007090033,0.00002077977,0.001054508,0.4951802,0.001192245,0.001403359,0.0660891,0.4205066,0.0000875051],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5362984,0.008867431,0.01329952,0.03868261,0.001206554,0.0001133965,0.0002723064,0.0002808454,0.400979],"genre_scores_gemma":[0.9870989,0.0007431248,0.001072296,0.0002437066,0.0001023154,0.00003941598,0.00004666323,0.00004762593,0.01060592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01200111,"threshold_uncertainty_score":0.03979677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007476292255566398,"score_gpt":0.222907790493174,"score_spread":0.2154314982376076,"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."}}