{"id":"W2087850422","doi":"10.1007/s11367-014-0831-1","title":"Life cycle assessment of two biologically produced phase change materials and their related products","year":2014,"lang":"en","type":"article","venue":"The International Journal of Life Cycle Assessment","topic":"Phase Change Materials Research","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Embodied energy; Life-cycle assessment; Environmental science; Process engineering; Materials science; Thermal; Fossil fuel; Waste management; Thermal energy; Phase-change material; Thermal energy storage; Pulp and paper industry; Chemical engineering; Production (economics); Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002579813,0.000225364,0.0004812058,0.000206798,0.00005531405,0.000141319,0.0007534694,0.00006294113,0.0002128185],"category_scores_gemma":[0.0004891174,0.0001402315,0.00006927091,0.0001317642,0.0001047787,0.0002904751,0.0002304789,0.0002586873,0.000004191927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001531923,"about_ca_system_score_gemma":0.0001749336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002672645,"about_ca_topic_score_gemma":0.000002365762,"domain_scores_codex":[0.9976419,0.0003277511,0.0009080158,0.0001981539,0.0006588172,0.0002654215],"domain_scores_gemma":[0.9982817,0.0002234918,0.000481577,0.0002850647,0.0005269304,0.0002012404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001286703,0.0003582201,0.0003635092,0.00008354821,0.0005833745,0.00001215426,0.0004061812,0.001907649,0.9887745,0.001143206,0.0003193465,0.005919659],"study_design_scores_gemma":[0.01655679,0.002542647,0.06749824,0.0009215248,0.0001785991,0.0004103573,0.0006849206,0.1149242,0.7825259,0.008852377,0.003811154,0.001093272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913822,0.0002327948,0.0007089924,0.005288213,0.001468274,0.0003945995,0.00007279469,0.00004359461,0.0004085344],"genre_scores_gemma":[0.9971709,0.0003699841,0.000959233,0.0002421249,0.001153527,0.00003965705,0.00002232512,0.00003464771,0.000007630456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2062486,"threshold_uncertainty_score":0.5718474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06157876728043896,"score_gpt":0.3721520973736616,"score_spread":0.3105733300932226,"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."}}