{"id":"W1538085009","doi":"10.5751/es-02460-130139","title":"Transformation from &amp;#8220;Carbon Valley&amp;#8221; to a &amp;#8220;Post-Carbon Society&amp;#8221; in a Climate Change Hot Spot: the Coalfields of the Hunter Valley, New South Wales, Australia","year":2008,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Greenhouse gas; Carbon fibers; Environmental science; Hydrology (agriculture); Geology; Oceanography; Geotechnical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001336073,0.0002372196,0.0001683579,0.0007129323,0.00285439,0.003684881,0.0009696869,0.003094023,0.06757664],"category_scores_gemma":[0.002947213,0.0003236925,0.0003135065,0.0007327889,0.002369234,0.001821635,0.002828286,0.002992805,0.01145892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005389181,"about_ca_system_score_gemma":0.01428058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.111787,"about_ca_topic_score_gemma":0.2075329,"domain_scores_codex":[0.9991886,0.00008760131,0.00003429562,0.0000743906,0.0003554298,0.0002596561],"domain_scores_gemma":[0.9977809,0.0001221672,0.00007350679,0.0001251596,0.0007635163,0.001134855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000966609,0.0001646608,0.003514343,0.0001638102,0.000006825084,0.001046197,0.003609117,0.00046799,0.004316714,0.09976818,0.7391006,0.1477448],"study_design_scores_gemma":[0.00001452245,0.0000542301,0.01039743,0.00004035627,0.000001251456,0.0001765105,0.001086613,0.000215486,0.0005006253,0.004327763,0.9831686,0.00001658727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07097717,0.003269092,0.00717778,0.219333,0.0143528,0.0005801156,0.0009362131,0.001161338,0.6822125],"genre_scores_gemma":[0.1447057,0.001224868,0.005001334,0.01800387,0.0006720331,0.0001401235,0.0004182623,0.0003794547,0.8294542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.111787,"threshold_uncertainty_score":0.2260664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03968824377795815,"score_gpt":0.2375809360351911,"score_spread":0.1978926922572329,"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."}}