{"id":"W2890302404","doi":"10.3167/ares.2018.090104","title":"Fighting Invasive Infrastructures","year":2018,"lang":"en","type":"article","venue":"Environment and Society","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Context (archaeology); Work (physics); Resistance (ecology); Colonialism; Political science; State (computer science); Critical infrastructure; Environmental ethics; Pipeline (software); Civilization; Environmental resource management; Environmental planning; Geography; Engineering; Ecology; Archaeology; Law; Environmental science; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002722495,0.00005908981,0.00006028056,0.000007405357,0.005483923,0.00003037216,0.00006620485,0.00008544385,0.0007580228],"category_scores_gemma":[0.000001887614,0.00004763917,0.00003594389,0.00003385891,0.0005409869,0.00009116718,0.000001896224,0.0000671946,0.00005383024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008144592,"about_ca_system_score_gemma":0.0006337424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0059324,"about_ca_topic_score_gemma":0.02777664,"domain_scores_codex":[0.9993436,0.00005495874,0.00008359817,0.0001354332,0.0001528423,0.0002295256],"domain_scores_gemma":[0.999734,0.00005401726,0.00004377378,0.00007151412,0.000009313914,0.00008740438],"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":[9.27434e-7,0.00001473865,0.004483732,0.000006521384,0.00001032815,1.422106e-7,0.9634584,3.886604e-7,0.00002343302,0.02992646,0.001684714,0.0003902091],"study_design_scores_gemma":[0.00008746525,0.00003056944,0.01995696,0.000005409746,0.00000674599,2.844798e-7,0.0224505,0.000003704112,0.0002718421,0.003039697,0.954052,0.00009485167],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8932375,0.000120801,0.00005935842,0.0002490412,0.0002321328,0.0001527499,0.000001993345,0.00002096478,0.1059254],"genre_scores_gemma":[0.9751989,0.01151433,0.0018402,0.0002270991,0.001526928,0.000001372967,0.000006127182,0.000006565911,0.009678533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9523672,"threshold_uncertainty_score":0.9958108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00871258931100245,"score_gpt":0.2493341667459194,"score_spread":0.240621577434917,"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."}}