{"id":"W1978101023","doi":"10.3390/su1010001","title":"Sustainability: A Crucial Quest for Humanity - Welcome to a New Open Access Journal for a Growing Multidisciplinary Community","year":2009,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Sustainability; Commission; Multidisciplinary approach; Sustainable development; Humanity; Theme (computing); Political science; Social sustainability; Business; Environmental ethics; Engineering ethics; Environmental resource management; Economics; Computer science; Engineering; Law; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004433689,0.000507048,0.0006237123,0.0001756356,0.003281893,0.001197941,0.003488022,0.0001951509,0.0002863864],"category_scores_gemma":[0.004147304,0.0005015435,0.000316196,0.0006710507,0.0003337925,0.003912294,0.004239314,0.0006204902,0.00001370699],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01180923,"about_ca_system_score_gemma":0.001081403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005467315,"about_ca_topic_score_gemma":0.0007537656,"domain_scores_codex":[0.9959364,0.0004388338,0.0008218874,0.0008167646,0.000450672,0.001535473],"domain_scores_gemma":[0.9972051,0.0004263741,0.0002448352,0.0009990528,0.0002751378,0.0008494419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01458973,0.007945346,0.1816681,0.001547041,0.0001970813,0.000114414,0.0506445,0.01323793,0.0006814474,0.01392552,0.1754131,0.5400358],"study_design_scores_gemma":[0.002285745,0.001144366,0.3709365,0.00001832496,0.00004083713,0.00001239518,0.01144752,0.0001198932,0.0002038458,0.5596422,0.05347586,0.0006725895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506962,0.000018397,0.0122833,0.02531292,0.0003703276,0.009586332,0.00002895768,0.0001154079,0.001588099],"genre_scores_gemma":[0.9849443,0.00000284173,0.006257785,0.002473442,0.0004190466,0.0006327416,0.00003937635,0.00005250651,0.005177939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5457166,"threshold_uncertainty_score":0.9998389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05245351668694352,"score_gpt":0.3960994211554967,"score_spread":0.3436459044685531,"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."}}