{"id":"W3209883919","doi":"10.1111/jiec.13206","title":"The sociometabolic transition of a small Greek island: Assessing stock dynamics, resource flows, and material circularity from 1929 to 2019","year":2021,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Universidade de Lisboa; OeAD-GmbH; Austrian Science Fund; European Commission","keywords":"Circular economy; Sustainability; Material flow analysis; Stock (firearms); Action plan; Openness to experience; Resource efficiency; Industrial ecology; Material flow; Business; Natural resource economics; Economics; Environmental resource management; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002510793,0.0001681146,0.0001724789,0.001135034,0.0001827011,0.0005931231,0.0003300338,0.0002772942,0.001356707],"category_scores_gemma":[0.0008080813,0.0001010391,0.0003492523,0.00184667,0.0003691245,0.0005558724,0.0009255061,0.0001944396,0.0002440159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019766,"about_ca_system_score_gemma":0.0005083982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03430506,"about_ca_topic_score_gemma":0.03416729,"domain_scores_codex":[0.9999256,0.00001187193,0.00001456137,0.00001888652,0.00001468952,0.000014361],"domain_scores_gemma":[0.999806,0.00003851736,0.00006081921,0.0000240249,0.00004243177,0.00002828922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009678989,0.00003990775,0.9559661,0.0001418239,0.0001337537,0.001025804,0.003881272,0.008335852,0.00200289,0.002627886,0.000872636,0.02487537],"study_design_scores_gemma":[0.000002183978,0.0000260173,0.9881974,0.00003446909,0.00002335282,0.0001349125,0.003244293,0.004225697,0.0004083325,0.0003972258,0.003294597,0.0000116304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971507,0.00007688132,0.0002031461,0.00005437983,0.000001713625,0.00000934801,0.001158696,0.000003875934,0.00134128],"genre_scores_gemma":[0.9970555,0.000139153,0.0003918149,0.000009679125,0.000001709783,0.00001805116,0.001755335,0.000003774021,0.0006249957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03430506,"threshold_uncertainty_score":0.06821078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605972446962452,"score_gpt":0.2415514850082127,"score_spread":0.2254917605385882,"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."}}