{"id":"W3161652726","doi":"10.25316/ir-15451","title":"Engaging residents in the source separation of organic household waste","year":2021,"lang":"en","type":"article","venue":"VIURRSpace (Vancouver Island University)","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Separation (statistics); Source separation; Waste management; Business; Environmental science; Chemistry; Computer science; Mathematics; Engineering; Statistics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002220696,0.0001047302,0.000123108,0.00008742067,0.0001155634,0.00002025875,0.0003563944,0.00004202757,0.0003083195],"category_scores_gemma":[0.00002323838,0.00009491867,0.00004485966,0.0008999808,0.00006568413,0.0002194142,0.0003771094,0.0001548057,0.00002832843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702299,"about_ca_system_score_gemma":0.00001650028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005708491,"about_ca_topic_score_gemma":0.008105309,"domain_scores_codex":[0.9989172,0.0002117995,0.0001044099,0.0002418096,0.0003192544,0.0002054998],"domain_scores_gemma":[0.9994365,0.0000612864,0.00008456838,0.0003749772,0.000008674159,0.00003401905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001597749,0.0005932353,0.02703398,0.0001014595,0.0001009134,0.0008456485,0.0241465,0.6500523,0.007882942,0.0008531519,0.286793,0.001437071],"study_design_scores_gemma":[0.005383792,0.00021222,0.01813991,0.0002265472,0.0002471628,0.00001576109,0.134987,0.01955555,0.01036255,0.0003448682,0.8094176,0.001107043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6654176,0.00003605207,0.003425921,0.0005034119,0.0002190776,0.0002882583,0.000006329456,0.00002888847,0.3300744],"genre_scores_gemma":[0.9647486,0.00004044764,0.00008181922,0.0001151221,0.00001676806,3.724312e-7,4.820355e-7,0.00000917434,0.03498725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6304967,"threshold_uncertainty_score":0.4522952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126548727453451,"score_gpt":0.20650376200798,"score_spread":0.1938488892626349,"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."}}