{"id":"W2276873336","doi":"","title":"EcoSD Annual Workshop - Consequential LCA","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Environmental science","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":[0.007051725,0.001372141,0.000725219,0.00185807,0.001467147,0.005123,0.001924403,0.003365653,0.07478307],"category_scores_gemma":[0.00382428,0.0004093073,0.001314885,0.0009787034,0.0008708012,0.001731692,0.005236004,0.002952721,0.02492468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003335908,"about_ca_system_score_gemma":0.005661527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004103124,"about_ca_topic_score_gemma":0.008523436,"domain_scores_codex":[0.9978335,0.0003341021,0.00008312218,0.0002508771,0.001069001,0.0004292985],"domain_scores_gemma":[0.9970732,0.0002457375,0.0001007747,0.0003065179,0.00138511,0.0008887052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004658535,0.0002956552,0.001134098,0.0005418473,0.00007114061,0.0005185878,0.0001986913,0.002636557,0.004081842,0.01833136,0.8616772,0.1100472],"study_design_scores_gemma":[0.00002312574,0.00006032916,0.0008747451,0.0001915135,0.00001369844,0.00008589742,0.0001316938,0.0005367815,0.001667231,0.00471494,0.9916866,0.00001348339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02792272,0.03287248,0.02725627,0.08956306,0.1635053,0.001022407,0.01059519,0.00225345,0.6450092],"genre_scores_gemma":[0.1132679,0.01648767,0.02045736,0.01034133,0.01580045,0.000656774,0.01061117,0.001574774,0.8108026],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07478307,"threshold_uncertainty_score":0.2501743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006607027714024,"score_gpt":0.2341995325025115,"score_spread":0.2141334622253713,"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."}}