{"id":"W2610463917","doi":"","title":"Pictures and Perceptions of Household Food Waste","year":2017,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Food waste; Business; Environmental science; Psychology; Waste management; Engineering","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":[0.0001177402,0.00004521619,0.00009517973,0.000006795881,0.0005393517,0.00001272574,0.0003038372,0.00003877988,0.0000574756],"category_scores_gemma":[0.00002366639,0.00001855855,0.00007069127,0.0000449633,0.0004083422,0.00009866182,0.000148564,0.00005309532,5.615172e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006915862,"about_ca_system_score_gemma":0.000005128339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006931701,"about_ca_topic_score_gemma":0.0005278747,"domain_scores_codex":[0.9996654,0.00003588082,0.00004746453,0.00009342773,0.00007953044,0.00007829555],"domain_scores_gemma":[0.9996673,0.00003474307,0.0000953456,0.0001155922,0.00005205896,0.00003494763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001906819,0.0001597985,0.03827112,0.00006731031,0.00007699127,0.000002151331,0.002843302,0.00003285712,0.8546288,0.00329948,0.001509145,0.09891839],"study_design_scores_gemma":[0.00009917067,0.0001857302,0.9203765,0.00000405597,0.00001898176,0.000002278267,0.07756904,0.00001427308,0.0002614263,0.0006455948,0.0007794425,0.00004352422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953513,0.00005371403,0.000003458627,0.003830905,0.00003347382,0.00007584562,0.0000309456,0.00001051096,0.0006098336],"genre_scores_gemma":[0.9994766,0.00005879157,0.00002469376,0.000009475872,0.00003646217,4.302002e-8,0.000001757008,2.544051e-7,0.0003919412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8821054,"threshold_uncertainty_score":0.4148312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249433231507365,"score_gpt":0.2081660206945058,"score_spread":0.1832226975437693,"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."}}