{"id":"W4386229720","doi":"10.31399/asm.amp.2016-09.p047","title":"ASM News for October 2016","year":2016,"lang":"en","type":"article","venue":"AM&P Technical Articles","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Library science; Management; Foundation (evidence); Engineering; Sociology; Political science; Media studies; Law; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001004337,0.000976229,0.0005299895,0.001487415,0.001716923,0.004898518,0.0009082115,0.002815595,0.4248935],"category_scores_gemma":[0.003243749,0.0004219567,0.0006467369,0.001306866,0.0004256175,0.001695622,0.001622391,0.002755811,0.4162216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109622,"about_ca_system_score_gemma":0.002463552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004855394,"about_ca_topic_score_gemma":0.01303752,"domain_scores_codex":[0.9982429,0.00006913399,0.00007377938,0.00009354738,0.001349246,0.0001714339],"domain_scores_gemma":[0.9977971,0.0001098116,0.0001031467,0.0001389828,0.001419121,0.0004317662],"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":[0.00001816005,0.00001908167,0.00004932206,0.0000641245,0.000001097803,0.0000272273,0.000009992815,0.00001614133,0.0002391207,0.0004065219,0.969826,0.02932318],"study_design_scores_gemma":[0.000001879739,0.000007764895,0.0001299139,0.00003592167,6.855943e-7,0.00001790144,0.00001849652,0.00001157896,0.00007942544,0.00007171591,0.9996226,0.000002147258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.000951531,0.01209719,0.0009301459,0.03034266,0.08720891,0.0002134361,0.005292061,0.001723593,0.8612406],"genre_scores_gemma":[0.001485212,0.003515486,0.0003128109,0.003105272,0.003352532,0.0000293942,0.002178534,0.0001712209,0.9858495],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4248935,"threshold_uncertainty_score":0.8203197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540952755307482,"score_gpt":0.2533306386058559,"score_spread":0.2379211110527811,"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."}}