{"id":"W7034542167","doi":"","title":"Trash Talk - October 28, 2022","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Power (physics); Environmental compliance","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":[0.0008327343,0.0009464714,0.00048685,0.001052023,0.004283483,0.005471345,0.0009079575,0.002184355,0.8459789],"category_scores_gemma":[0.002595967,0.0004875217,0.0005408038,0.0006805576,0.0004678014,0.002683505,0.004228886,0.002545497,0.7996365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481318,"about_ca_system_score_gemma":0.001613107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01055856,"about_ca_topic_score_gemma":0.04717102,"domain_scores_codex":[0.9995178,0.00004748235,0.00001285912,0.00005116158,0.0002186669,0.0001520804],"domain_scores_gemma":[0.998553,0.00009388277,0.00002961622,0.00007206065,0.000512228,0.0007391546],"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":[0.00001453651,0.000006120293,0.0000252155,0.00001270316,3.454098e-7,0.00001409996,0.00002454801,0.000004401216,0.00003657151,0.0001995223,0.9955078,0.004154043],"study_design_scores_gemma":[0.000005868234,0.000007057795,0.0002631339,0.00003419157,6.348841e-7,0.00001477398,0.0001449806,0.00001764012,0.00004432641,0.0001357827,0.9993268,0.000004710022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005000876,0.0002821904,0.0002466958,0.002665543,0.005812078,0.00009914549,0.004480761,0.002365236,0.9835482],"genre_scores_gemma":[0.0006000743,0.00005763848,0.00005808622,0.0004498536,0.0001959229,0.00003350909,0.0009326367,0.0003694494,0.9973029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8459789,"threshold_uncertainty_score":0.2196924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00844217883968346,"score_gpt":0.2360708168346945,"score_spread":0.2276286379950111,"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."}}