{"id":"W2075186415","doi":"10.14419/ijet.v4i1.3813","title":"Lifecycle assessment of a stapling machine","year":2014,"lang":"en","type":"article","venue":"International Journal of Engineering & Technology","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Life-cycle assessment; Environmental impact assessment; Environmental science; Eutrophication; Business; Product (mathematics); Environmental resource management; Operations management; Engineering; Production (economics)","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":[],"consensus_categories":[],"category_scores_codex":[0.000363899,0.00007100611,0.0001394545,0.0002772294,0.0000101206,0.00001001879,0.0004912564,0.00005213297,0.00007150851],"category_scores_gemma":[0.0001252379,0.00006395254,0.00005668223,0.0001254584,0.00003928742,0.00008303582,0.0001666098,0.0001795337,0.000003702067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008757244,"about_ca_system_score_gemma":0.000004114899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001281517,"about_ca_topic_score_gemma":0.000001181264,"domain_scores_codex":[0.9992177,0.000008392358,0.000323352,0.00007849612,0.0002781185,0.00009389594],"domain_scores_gemma":[0.9995689,0.00003819233,0.0002202716,0.0001112699,0.00003685163,0.00002450127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002780578,0.0003048219,0.2177841,0.00002962557,0.0003366756,0.00005389097,0.00007080238,0.465669,0.1317519,0.01817485,0.001043216,0.1647533],"study_design_scores_gemma":[0.002361815,0.001474169,0.1364351,0.0006225117,0.0001042053,0.0003970705,0.00009023496,0.5912806,0.09973053,0.01395193,0.1528498,0.0007019963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4963295,0.00003710041,0.4993917,0.001010338,0.0004182355,0.00004273081,0.000001166897,0.00008142347,0.002687853],"genre_scores_gemma":[0.9596411,0.00003551291,0.04020128,0.00002534448,0.00004960138,0.000001535018,5.354317e-7,0.000008582276,0.00003648956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4633116,"threshold_uncertainty_score":0.2607909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003467604094167999,"score_gpt":0.247226567809409,"score_spread":0.243758963715241,"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."}}