{"id":"W7030872207","doi":"","title":"MFJ - Aug 31, 2020","year":2020,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Waste Management and Recycling","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Work (physics); Context (archaeology); Subject (documents); Data collection","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":["insufficient_payload"],"category_scores_codex":[0.0001835412,0.000927425,0.000797536,0.0002605822,0.00005055257,0.0001741092,0.002065168,0.0001998527,0.1011068],"category_scores_gemma":[0.00006207141,0.0008355111,0.0005301043,0.0002050746,0.000685594,0.0001108272,0.003497566,0.001204094,0.03993296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009091452,"about_ca_system_score_gemma":0.00001960735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01302029,"about_ca_topic_score_gemma":0.014657,"domain_scores_codex":[0.9959012,0.0002911801,0.0006659028,0.001572487,0.0006859702,0.0008832595],"domain_scores_gemma":[0.9981173,0.0001851738,0.0004765155,0.0007303556,0.000002926739,0.0004877701],"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":[0.00009752371,0.00009659892,0.001415125,0.0001024154,0.0003167902,0.0003168537,0.001393781,0.00003680303,0.0003599032,0.0004407965,0.9942031,0.001220323],"study_design_scores_gemma":[0.0005708398,0.0002203116,0.0006240797,0.000530076,0.0001129694,0.00002261893,0.00007287435,0.003779463,0.0001339628,0.001003212,0.9920124,0.000917162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003541912,0.0001512289,0.006913971,0.0005207357,0.001267332,0.0008953554,0.0002363098,0.000530323,0.9891306],"genre_scores_gemma":[0.004936742,0.000215822,0.004874966,0.001007896,0.00120072,0.00006266055,0.0005358082,0.000687593,0.9864778],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06117379,"threshold_uncertainty_score":0.9994096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009804337599183227,"score_gpt":0.2152846764301873,"score_spread":0.2054803388310041,"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."}}