{"id":"W4389727231","doi":"10.1215/22011919-10746089","title":"Desktop Prospecting and Extractivism at Home","year":2023,"lang":"en","type":"article","venue":"Environmental Humanities","topic":"Mining and Resource Management","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prospecting; Government (linguistics); Work (physics); Restructuring; Resource (disambiguation); Process (computing); Political science; Business; Economy; Engineering; Mining engineering; Economics; Law; 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":[],"consensus_categories":[],"category_scores_codex":[0.00005479013,0.00009370778,0.00006968591,0.00005792024,0.0001667753,0.00002931794,0.00004117448,0.00002206479,0.0002542772],"category_scores_gemma":[9.781704e-7,0.00009442255,0.00001770602,0.00002292513,0.00006718045,0.00004976344,0.00009762265,0.00006506035,0.0003001155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007823276,"about_ca_system_score_gemma":2.910721e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002657362,"about_ca_topic_score_gemma":0.000002387438,"domain_scores_codex":[0.9995456,0.000006055227,0.00007652933,0.0001080939,0.00009713903,0.0001665248],"domain_scores_gemma":[0.9998622,0.00002120963,0.00001069998,0.00008295092,2.691797e-7,0.00002267746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008500244,0.0003771598,0.2320985,0.002355573,0.001238862,0.001078629,0.2822909,0.05081923,0.1896072,0.01208841,0.05191194,0.1760487],"study_design_scores_gemma":[0.0009431025,0.0001438582,0.6888607,0.00009386807,0.00005530359,0.00005608009,0.02473615,0.01607439,0.009151227,0.000519833,0.2582748,0.001090683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746413,0.0003676671,0.00001083121,0.000008420921,0.0001073869,0.00007159333,0.000004814595,0.0003738089,0.02441414],"genre_scores_gemma":[0.9809096,0.0001742288,0.00003055739,0.00001251728,0.00006813277,0.00001964416,0.00001067939,0.00002798128,0.01874663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4567623,"threshold_uncertainty_score":0.3857478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289799355780383,"score_gpt":0.1690738218771213,"score_spread":0.1561758283193175,"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."}}