{"id":"W6946435860","doi":"10.26041/fhnw-4546","title":"Infrastructural Unrest","year":2021,"lang":"en","type":"other","venue":"Institutional Repository (IHS Vienna)","topic":"Mediterranean and Iberian flora and fauna","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Situated; Nexus (standard); Capital (architecture); Capitalism; Boom; Solidarity; Indigenous; Work (physics); Unrest; Invisibility","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000554611,0.0002898072,0.0003047209,0.00002902384,0.0003174595,0.0001061348,0.0003054313,0.000349289,0.008835706],"category_scores_gemma":[0.00002998024,0.0001198575,0.0001906426,0.0002072567,0.0002465451,0.00005948791,0.00008539225,0.0002482258,0.0001430712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004894432,"about_ca_system_score_gemma":0.00008023253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002269933,"about_ca_topic_score_gemma":0.0002043258,"domain_scores_codex":[0.9985291,0.00006463116,0.0002483451,0.0004714447,0.0004014216,0.0002850468],"domain_scores_gemma":[0.9994436,0.00003517542,0.0001513363,0.0001166072,0.0000537791,0.0001995355],"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":[0.00004303641,0.0001517342,0.0009069084,0.0001231397,0.0001496585,0.001163196,0.00005004572,0.000005675252,0.09186114,0.004917026,0.8444284,0.05620002],"study_design_scores_gemma":[0.0001098401,0.00004799795,0.01202418,0.000262017,0.00001693241,0.0002527739,0.00003075107,0.00001161862,0.0003009344,0.00006887221,0.9865564,0.0003176865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01449007,0.004277485,0.000005432887,0.0001615284,0.004934506,0.0001848859,0.0001152718,0.000174396,0.9756564],"genre_scores_gemma":[0.09547679,0.0001955102,0.0001846497,0.0006579316,0.009559409,0.00003369081,0.001626649,0.00001665439,0.8922487],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.142128,"threshold_uncertainty_score":0.9920704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688618680102676,"score_gpt":0.2064777691533798,"score_spread":0.189591582352353,"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."}}