{"id":"W4251513281","doi":"10.31542/j.ecj.128","title":"Deans' Message","year":2013,"lang":"en","type":"article","venue":"Earth Common Journal","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Honour; Sustainability; Political science; Library science; Management; Sociology; Media studies; Public administration; Economics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01041276,0.0008451258,0.00112743,0.0009130168,0.006759841,0.008141939,0.002410811,0.0241603,0.09868392],"category_scores_gemma":[0.04772902,0.0007655041,0.001412636,0.0008731775,0.003379815,0.005442243,0.005088614,0.02752243,0.05022176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005938986,"about_ca_system_score_gemma":0.01614465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005824058,"about_ca_topic_score_gemma":0.009266187,"domain_scores_codex":[0.9921809,0.0009798424,0.0004379367,0.001019353,0.003985656,0.001396195],"domain_scores_gemma":[0.9747594,0.003875103,0.001075412,0.0008332967,0.009133066,0.01032365],"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":[0.00001075078,0.00001215749,0.0001208566,0.00002262562,0.000001467177,0.00003992777,0.00005157757,0.000009282143,0.00002648277,0.001222634,0.9960155,0.002466775],"study_design_scores_gemma":[0.00001796043,0.00001367657,0.0004201022,0.0000624352,0.00000232959,0.00008545265,0.0002363842,0.00002647836,0.00006666373,0.0007428724,0.9983114,0.00001427149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0004453891,0.001374467,0.000230551,0.8421234,0.1380975,0.00006817596,0.000269972,0.000202584,0.0171879],"genre_scores_gemma":[0.004388465,0.0009543858,0.0003541745,0.8714626,0.03316877,0.0001409637,0.0001373956,0.00009773291,0.08929549],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09868392,"threshold_uncertainty_score":0.3301306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121803334499497,"score_gpt":0.3805847615034358,"score_spread":0.2587814270039388,"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."}}