{"id":"W4234300385","doi":"10.31542/j.ecj.131","title":"Preface","year":2013,"lang":"en","type":"article","venue":"Earth Common Journal","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"MacEwan University","keywords":"Reflection (computer programming); Process (computing); Affect (linguistics); Sustainability; Echo (communications protocol); Sociology; Computer science; Epistemology; Communication; Philosophy; Computer security; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001463786,0.0008250354,0.0005362263,0.00186951,0.002606099,0.003750726,0.001236497,0.001592372,0.3655376],"category_scores_gemma":[0.009874297,0.0002635321,0.0004972796,0.00149715,0.0008473311,0.00312268,0.002150782,0.003769552,0.2234587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002768964,"about_ca_system_score_gemma":0.002600261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006032804,"about_ca_topic_score_gemma":0.00617562,"domain_scores_codex":[0.9990267,0.0001351701,0.00006946132,0.0001931725,0.000469332,0.0001062063],"domain_scores_gemma":[0.9960397,0.0005936775,0.0001426535,0.0003485297,0.002271581,0.0006039036],"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":[0.00002035197,0.00001216733,0.00009620099,0.00007607389,0.000001305823,0.00004220214,0.0001112188,0.0000436465,0.00009697622,0.009194887,0.9659854,0.02431964],"study_design_scores_gemma":[0.000002073385,0.000006898698,0.0002264214,0.00007824002,6.472372e-7,0.00003288251,0.00006667234,0.00001497482,0.00003886535,0.001758337,0.9977713,0.000002657028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001278648,0.008596517,0.004315726,0.05379017,0.2447931,0.00045556,0.009123239,0.0008989483,0.6767482],"genre_scores_gemma":[0.009493725,0.005179134,0.001895245,0.009319887,0.03087289,0.0002827414,0.006414784,0.0005503665,0.9359912],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3655376,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008421973401373916,"score_gpt":0.2088057221300191,"score_spread":0.2003837487286451,"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."}}