{"id":"W3139497654","doi":"10.47339/ephj.2020.29","title":"Is this too ugly for you?","year":2020,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British Columbia Institute of Technology","keywords":"Food waste; Environmental health; Business; Geography; Socioeconomics; Agricultural science; Medicine; Engineering; Economics; Waste management; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001184846,0.0002911088,0.0005472492,0.0006640764,0.005369794,0.002670306,0.0007913596,0.001354685,0.02054006],"category_scores_gemma":[0.006580501,0.000206952,0.0002307825,0.001374151,0.00437038,0.001936945,0.001095895,0.002372263,0.004061193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005119795,"about_ca_system_score_gemma":0.01103862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4782794,"about_ca_topic_score_gemma":0.5870501,"domain_scores_codex":[0.9985284,0.0002453063,0.00004442294,0.0001277368,0.0006293613,0.0004248426],"domain_scores_gemma":[0.9957435,0.0004828198,0.0005289172,0.00008450336,0.001347861,0.001812396],"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":[0.0001798326,0.0002980521,0.2513486,0.001506586,0.00005665459,0.002586829,0.08228256,0.0001017086,0.0008989766,0.002149534,0.454271,0.2043196],"study_design_scores_gemma":[0.00001552885,0.0001980001,0.2434959,0.003947204,0.00007153116,0.003648267,0.230919,0.000134012,0.0003028921,0.001809586,0.5153353,0.0001227975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5079018,0.06313594,0.0009025601,0.2591934,0.004657218,0.0002299196,0.003866944,0.0002236788,0.1598885],"genre_scores_gemma":[0.8205374,0.04790096,0.0007703975,0.0646396,0.0008937072,0.0000789103,0.001261889,0.00008211439,0.0638349],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4782794,"threshold_uncertainty_score":0.950991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07694125854329065,"score_gpt":0.2642330302124036,"score_spread":0.1872917716691129,"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."}}