{"id":"W4411238628","doi":"10.2218/himalaya.2024.9090","title":"The Tin State","year":2024,"lang":"en","type":"article","venue":"HIMALAYA","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tin; State (computer science); Environmental science; Materials science; Computer science; Metallurgy; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004638061,0.0001179015,0.0000872373,0.0002519476,0.004517094,0.004457332,0.0003594924,0.0005845064,0.0120136],"category_scores_gemma":[0.001122476,0.00008925796,0.00009277353,0.0004852847,0.003920196,0.001966997,0.002451588,0.001205234,0.0005788702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004570553,"about_ca_system_score_gemma":0.002994591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01339753,"about_ca_topic_score_gemma":0.02652601,"domain_scores_codex":[0.9996756,0.0001133216,0.000007105461,0.00004466478,0.00005747325,0.0001017674],"domain_scores_gemma":[0.9997965,0.0000490229,0.00001842634,0.00002849215,0.00003607603,0.00007147279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001407236,0.0001043035,0.02162297,0.0002032518,0.00001902262,0.001448061,0.2137591,0.0004338948,0.00162099,0.5860962,0.06264734,0.111904],"study_design_scores_gemma":[0.000006963983,0.00005975013,0.0170038,0.0001430338,0.000007874718,0.0003960922,0.1506729,0.000287249,0.0004900405,0.01923105,0.8116825,0.00001871017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2785318,0.001644689,0.001774759,0.01310267,0.000740881,0.00006635962,0.000237444,0.0001069349,0.7037944],"genre_scores_gemma":[0.9390056,0.0005708096,0.0004864041,0.0009611867,0.00004293303,0.00003076401,0.00008323808,0.00002027268,0.05879882],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01339753,"threshold_uncertainty_score":0.04018956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006402551513776574,"score_gpt":0.2818991516039128,"score_spread":0.2754966000901362,"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."}}