{"id":"W2617382745","doi":"10.1111/jiec.12604","title":"Choice of Allocations and Constructs for Attributional or Consequential Life Cycle Assessment and Input‐Output Analysis","year":2017,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Coproduction; Flexibility (engineering); Life-cycle assessment; Harmonization; Economics; Computer science; Production (economics); Microeconomics; Political science; Management; Public relations","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":[0.02824488,0.0008155952,0.000920389,0.00225097,0.001000293,0.003571607,0.001794293,0.001169557,0.01183709],"category_scores_gemma":[0.0782543,0.000619872,0.001550302,0.002252585,0.003717982,0.007526878,0.004131235,0.002934945,0.000675072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532313,"about_ca_system_score_gemma":0.001738835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009156735,"about_ca_topic_score_gemma":0.001420554,"domain_scores_codex":[0.9851499,0.01154087,0.0006649327,0.001011545,0.0009727883,0.0006600904],"domain_scores_gemma":[0.9567865,0.03380395,0.001055247,0.005030225,0.002522195,0.000801934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001639456,0.0008779625,0.01113686,0.0005468292,0.0001694984,0.00009953547,0.003339744,0.02512434,0.003227606,0.8020481,0.001540356,0.1502497],"study_design_scores_gemma":[0.0001989224,0.0002613123,0.004037385,0.0002152338,0.0001642483,0.00004322582,0.002004958,0.1081021,0.00433772,0.8764964,0.00405783,0.00008063995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.179,0.00009250964,0.8056856,0.001065099,0.00005559518,0.0006914786,0.000671547,0.0003437963,0.0123944],"genre_scores_gemma":[0.7231065,0.00006862222,0.2733043,0.0000925648,0.00001741749,0.001493241,0.0003655417,0.0001559295,0.00139588],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02824488,"threshold_uncertainty_score":0.1493749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06351170647752213,"score_gpt":0.3543330194679388,"score_spread":0.2908213129904167,"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."}}