{"id":"W4390354812","doi":"10.35534/ecolciviliz.2023.10007","title":"The Infrastructure of an Ecological Civilization Cultivates Stewardship and Safety","year":2023,"lang":"en","type":"article","venue":"Ecological civilization","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Publishing; Stewardship (theology); The Internet; Civilization; Political science; Library science; Service (business); Public relations; Engineering ethics; Sociology; Engineering; Business; Computer science; World Wide Web; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00287618,0.000407698,0.0003740865,0.001555968,0.004604746,0.008224176,0.0007587864,0.001166571,0.01286632],"category_scores_gemma":[0.003122705,0.0003168973,0.0003743344,0.001312677,0.01244395,0.004633818,0.008173103,0.001899412,0.002354718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002498076,"about_ca_system_score_gemma":0.01317077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004424896,"about_ca_topic_score_gemma":0.00773709,"domain_scores_codex":[0.9982384,0.0004502016,0.00007513928,0.0002563139,0.0005770072,0.0004029687],"domain_scores_gemma":[0.9964205,0.0004571312,0.000418262,0.0007517199,0.0006499472,0.001302439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007696772,0.0002401411,0.01834117,0.0007085202,0.00007915689,0.0006648134,0.02015343,0.001229215,0.005919837,0.6381373,0.04047997,0.2739695],"study_design_scores_gemma":[0.00001696622,0.0002641747,0.04052116,0.0006252727,0.0000594544,0.0004274182,0.01144748,0.001033138,0.002534951,0.1699722,0.7730276,0.00007002782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1207685,0.004056179,0.03244479,0.04014198,0.0007097654,0.0003262012,0.0002842149,0.000669934,0.8005984],"genre_scores_gemma":[0.936613,0.003182611,0.01317169,0.002089704,0.0003249685,0.000105207,0.0001341858,0.0001400451,0.04423853],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01286632,"threshold_uncertainty_score":0.04304212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009236556812559008,"score_gpt":0.2111358895025667,"score_spread":0.2018993326900077,"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."}}