{"id":"W4240186107","doi":"10.1007/978-3-030-62666-2","title":"The Ecological Footprint as a Sustainability Metric","year":2021,"lang":"en","type":"book","venue":"SpringerBriefs in environmental science","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Ecological footprint; Sustainability; Footprint; Metric (unit); Environmental resource management; Geography; Environmental science; Computer science; Ecology; Business; Biology; Archaeology","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","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002547078,0.0007413967,0.0005476068,0.0002349142,0.001309202,0.0003153805,0.002408114,0.0003957798,0.004111362],"category_scores_gemma":[0.0006730032,0.0006030771,0.0002499165,0.001103181,0.007535107,0.000360462,0.006075372,0.001130469,0.001469451],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02324483,"about_ca_system_score_gemma":0.0007119036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003887229,"about_ca_topic_score_gemma":0.0002521831,"domain_scores_codex":[0.9928573,0.000141825,0.000857404,0.001967354,0.002241201,0.001934939],"domain_scores_gemma":[0.9974333,0.0003399607,0.0003265557,0.001392874,0.000008304417,0.000498989],"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":[0.000339743,0.003564977,0.247011,0.0002416158,0.0001841136,0.004150419,0.003687573,0.008581142,0.00574287,0.02324472,0.01744254,0.6858093],"study_design_scores_gemma":[0.0004337044,0.0001438818,0.3908247,0.00003256787,0.00002397588,0.00005934605,0.0009461815,0.00007461946,0.0008731586,0.02387112,0.5816618,0.001054979],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3183534,0.0008850449,0.000009630969,0.0008439336,0.0005683879,0.00154563,0.00000865637,0.00008143328,0.6777039],"genre_scores_gemma":[0.4894148,0.001053576,0.0002451614,0.0004456051,0.0001090986,0.0002009414,0.00001915739,0.0000719344,0.5084398],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6847543,"threshold_uncertainty_score":0.9999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005650031822067508,"score_gpt":0.2236644231288706,"score_spread":0.2180143913068031,"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."}}