{"id":"W3188121862","doi":"10.14288/1.0392738","title":"Alma Mater Society (AMS) Food Recovery Strategy","year":2020,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":[0.00008360941,0.00003598557,0.0001643838,0.000001971458,0.0002013651,0.00008358821,0.0002183127,0.00009896571,0.0005636814],"category_scores_gemma":[0.0000132997,0.00005893586,0.0002084447,0.0002552288,0.0001450477,0.000236142,0.00009438555,0.00009739635,0.0000136827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003339459,"about_ca_system_score_gemma":0.00002081512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01595598,"about_ca_topic_score_gemma":0.04846276,"domain_scores_codex":[0.999209,0.00004730828,0.00008951979,0.0003097249,0.0001516715,0.0001927859],"domain_scores_gemma":[0.9996102,0.00002204036,0.00006168299,0.00004769819,0.0001137555,0.0001445771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001828289,0.00009231002,0.004763382,0.00005369496,0.00003768662,0.0000157097,0.0001468645,0.00001070474,0.004451971,0.000002056583,0.01089771,0.9795097],"study_design_scores_gemma":[0.0002157468,0.0005620908,0.9681734,0.0000124642,0.00001208553,0.00001301144,0.02729375,0.00006279618,0.000008048391,0.0002564881,0.0032451,0.000145032],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969662,0.00006586347,0.000007459254,0.001416489,0.00005247377,0.0001414596,0.0001758329,0.00007515485,0.001099038],"genre_scores_gemma":[0.999073,0.00006834442,0.00005432467,0.000198054,0.00006614096,2.196353e-7,0.00002742669,8.312605e-7,0.0005116086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9793646,"threshold_uncertainty_score":0.9905968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512954292340736,"score_gpt":0.1628935973383682,"score_spread":0.1477640544149608,"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."}}