{"id":"W1852790209","doi":"","title":"Reduce, Reuse, Recycle, Reread","year":2012,"lang":"en","type":"article","venue":"˜The œjournal of ecocriticism","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reuse; Chemistry; Waste management; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000380814,0.0001093399,0.00015272,0.00009667964,0.00022065,0.0001131788,0.0004265535,0.000008892738,0.0004881196],"category_scores_gemma":[0.00003547804,0.00006899847,0.0001261763,0.00002813236,0.0002159325,0.0006560547,0.00008229911,0.0001798397,0.0002236696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000195698,"about_ca_system_score_gemma":0.00001650775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001640391,"about_ca_topic_score_gemma":0.00001407157,"domain_scores_codex":[0.9989896,0.00005359311,0.0003665403,0.00005699559,0.0002570159,0.0002762901],"domain_scores_gemma":[0.9992237,0.0001865726,0.0001483892,0.0002154494,0.0001056455,0.0001202134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005649803,0.000339737,0.00005411485,0.00002616109,0.0001186783,0.00002007838,0.007362183,0.000006448929,0.00002859157,0.8595303,0.1224896,0.009967603],"study_design_scores_gemma":[0.0002513803,0.0001543151,0.005440201,0.00007073952,0.0000869885,0.0001455259,0.001268892,0.000006842296,0.00003714779,0.1635522,0.8288518,0.0001339511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1457402,0.0003753225,0.000056951,0.003507044,0.001823428,0.00008767382,0.00002523399,0.00001843322,0.8483657],"genre_scores_gemma":[0.9834414,0.00005804985,0.0001412603,0.0009997219,0.002313413,0.000002447857,0.000003100539,0.00001518123,0.01302546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8377012,"threshold_uncertainty_score":0.5344567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04716512160713265,"score_gpt":0.241932769827364,"score_spread":0.1947676482202314,"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."}}