{"id":"W2770949740","doi":"10.1007/s11367-017-1422-8","title":"Ecosystem quality in LCIA: status quo, harmonization, and suggestions for the way forward","year":2017,"lang":"en","type":"article","venue":"The International Journal of Life Cycle Assessment","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Status quo; Harmonization; Ecosystem; Quality (philosophy); Environmental science; Environmental resource management; Ecosystem approach; Natural resource economics; Business; Environmental planning; Environmental economics; Ecology; Political science; Economics; Biology; Law","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":[0.1529013,0.001023156,0.002899719,0.003587154,0.003911668,0.0230249,0.009320596,0.007104171,0.003403717],"category_scores_gemma":[0.1076448,0.0006006701,0.001769697,0.00698682,0.01950757,0.01745849,0.01139437,0.01217575,0.0004283744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01775644,"about_ca_system_score_gemma":0.04345529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04233287,"about_ca_topic_score_gemma":0.04286661,"domain_scores_codex":[0.9429485,0.02469536,0.0062922,0.004442459,0.01805643,0.003565061],"domain_scores_gemma":[0.8976725,0.03145652,0.008996719,0.01233327,0.04370665,0.00583424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004006777,0.0005233069,0.03207088,0.0026193,0.0006996035,0.0001596913,0.007574241,0.006361343,0.001534412,0.4099284,0.0690428,0.4690853],"study_design_scores_gemma":[0.0002467469,0.000748683,0.05697864,0.01188214,0.0006005212,0.0002603444,0.02534751,0.01158461,0.003423478,0.5555358,0.3329229,0.0004686294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02667162,0.07417818,0.05994304,0.7909286,0.006355386,0.0005959981,0.0005361245,0.0004449414,0.04034602],"genre_scores_gemma":[0.7052941,0.03206551,0.1524764,0.09664901,0.00434628,0.001421205,0.0008838682,0.0002903239,0.006573351],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1529013,"threshold_uncertainty_score":0.8086288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260668005029987,"score_gpt":0.3514603778315311,"score_spread":0.3288536977812312,"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."}}