{"id":"W2766627834","doi":"10.3138/anth.59.2.t01","title":"The Uncommons: An Introduction","year":2017,"lang":"en","type":"article","venue":"Anthropologica","topic":"Mining and Resource Management","field":"Engineering","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Commons; Variety (cybernetics); Context (archaeology); Epistemology; Scale (ratio); Sociology; Term (time); Environmental ethics; Political science; History; Computer science; Law; Philosophy; Geography; Archaeology; Artificial intelligence; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00009468241,0.00005554792,0.00004919632,0.000009459271,0.002009371,0.0001168788,0.0002658771,0.00002763258,0.00009224076],"category_scores_gemma":[0.0000235557,0.00003019699,0.00001767349,0.00001227767,0.000294824,0.00004462298,0.00004716968,0.00007091349,0.00002748472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006460572,"about_ca_system_score_gemma":8.280216e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001397561,"about_ca_topic_score_gemma":0.0000145237,"domain_scores_codex":[0.999683,0.00001374729,0.00005846294,0.00008148437,0.00003796572,0.0001253703],"domain_scores_gemma":[0.9994091,0.00001263519,0.00001986077,0.0005318868,0.000004609753,0.00002188839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000191399,0.00007607121,0.002757008,0.00002281216,0.0001335348,0.00002046049,0.001349989,0.00472267,0.001368267,0.08640305,0.2404958,0.6626312],"study_design_scores_gemma":[0.00007034366,0.00007603817,0.007022444,0.000002081706,0.000005663914,0.000003465332,0.002890957,0.005232675,0.0009083419,0.0005006052,0.9831941,0.00009332507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7243181,0.001259738,0.001780625,0.03544869,0.004822171,0.0002021835,0.000002669105,0.0009775003,0.2311883],"genre_scores_gemma":[0.9982167,0.0004560768,0.00009887162,0.00001676689,0.0004702492,0.000006283752,0.000001558241,0.000006443253,0.0007270186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7426983,"threshold_uncertainty_score":0.9992899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200753863308644,"score_gpt":0.2741308981625137,"score_spread":0.2540555118316493,"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."}}