{"id":"W3020955024","doi":"10.32991/2237-2717.2020v10i1.p117-124","title":"A New Science for a Post-Frontier World","year":2020,"lang":"en","type":"article","venue":"Historia Ambiental Latinoamericana y Caribeña (HALAC) revista de la Solcha","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frontier; Indigenous; World War II; Power (physics); Environmental ethics; Political science; Economic history; Sociology; History; Ecology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008508945,0.0005677888,0.000645961,0.001687747,0.006988746,0.009597583,0.001237029,0.007619226,0.008151289],"category_scores_gemma":[0.00768967,0.0002441969,0.0006740033,0.0008630472,0.0320942,0.02566108,0.004900574,0.01556129,0.001629503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00570782,"about_ca_system_score_gemma":0.007072412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002310741,"about_ca_topic_score_gemma":0.004855938,"domain_scores_codex":[0.9956307,0.001910777,0.0001297246,0.0006715778,0.001231726,0.0004254991],"domain_scores_gemma":[0.9933924,0.003398584,0.0003456912,0.0008521006,0.001294416,0.000716733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001397085,0.00002327362,0.0001420366,0.0001289555,0.000008179194,0.00008062872,0.004364028,0.00007042147,0.0003784729,0.9001909,0.07794504,0.0166542],"study_design_scores_gemma":[0.000004937232,0.0000183268,0.0001340119,0.0001464731,0.000003810154,0.00008009714,0.002274199,0.00006148234,0.0001200531,0.1957227,0.8014254,0.000008418009],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004520236,0.0557839,0.01179041,0.7800361,0.01789376,0.00003389806,0.00007229354,0.0001328674,0.1297365],"genre_scores_gemma":[0.3430884,0.06835774,0.02146771,0.4096707,0.02509432,0.0003068046,0.000249671,0.000351223,0.1314136],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9930112,"threshold_uncertainty_score":0.0450002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007006115501556127,"score_gpt":0.2164095437867574,"score_spread":0.2094034282852012,"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."}}