{"id":"W7057644528","doi":"","title":"Let's Talk Trash: Zero Waste Initiatives in San Francisco and Toronto","year":2017,"lang":"en","type":"dissertation","venue":"Leiden Repository (Leiden University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Realisation; Zero waste; Consistency (knowledge bases); Sustainability; Municipal solid waste; Waste disposal; Sustainable development","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001461553,0.0004014599,0.00052788,0.0003527862,0.0004755512,0.0002601366,0.0007261933,0.0002242588,0.009244191],"category_scores_gemma":[0.0000173787,0.0004708034,0.0001402002,0.0001457413,0.0001182331,0.0003686921,0.0001652187,0.0004917659,0.00001423512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000870742,"about_ca_system_score_gemma":0.0003194673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04129827,"about_ca_topic_score_gemma":0.02657698,"domain_scores_codex":[0.9979028,0.0001753158,0.000353603,0.0006947619,0.0004584094,0.0004151714],"domain_scores_gemma":[0.9984711,0.0001217055,0.0004101293,0.0006174436,0.0001823053,0.0001973201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001764203,0.001250796,0.4598547,0.001601937,0.001561785,0.003705569,0.01348804,0.00002887595,0.08298821,0.01336252,0.0109691,0.4094242],"study_design_scores_gemma":[0.005945103,0.0006510992,0.7369848,0.001937477,0.00057813,0.00001137784,0.06066401,0.0002988792,0.023622,0.0003843521,0.1661796,0.00274317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.450838,0.0002607121,0.00002275598,0.00002544651,0.0003194918,0.0004646518,0.00001552774,0.00002090717,0.5480325],"genre_scores_gemma":[0.6944512,0.00004990663,0.00004629062,0.000004907193,0.0002158164,0.000009220037,0.0001479657,0.00002856545,0.3050462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4066811,"threshold_uncertainty_score":0.9997744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008050260723386982,"score_gpt":0.2367281257712585,"score_spread":0.2286778650478715,"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."}}