{"id":"W7000265084","doi":"","title":"Episode 141 - Dirty Boyzzzz","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Closing (real estate); League; Football; Key (lock)","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":[0.001473199,0.0007896124,0.0006227482,0.0009031434,0.01280998,0.007911172,0.001237508,0.004420493,0.4409637],"category_scores_gemma":[0.005143807,0.0004553116,0.0004982202,0.001235187,0.001059856,0.004333343,0.007049816,0.006678999,0.2139768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004306432,"about_ca_system_score_gemma":0.002875518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03265117,"about_ca_topic_score_gemma":0.1007976,"domain_scores_codex":[0.9983552,0.0002320705,0.00004808633,0.0002167116,0.0006142486,0.0005336382],"domain_scores_gemma":[0.9985971,0.000143813,0.00004704818,0.0001078029,0.0004468189,0.0006575446],"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":[0.00003084605,0.00001784293,0.00009575151,0.00002792788,9.226283e-7,0.0001642658,0.0007560762,0.000007273163,0.00006169178,0.002583786,0.9911914,0.005062196],"study_design_scores_gemma":[0.000002483251,0.000003983171,0.0001951267,0.0000224399,3.535245e-7,0.00003893835,0.0006133521,0.000005968964,0.00003038196,0.0002348899,0.9988499,0.000002187257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003018276,0.0009029661,0.000552699,0.0221958,0.01105486,0.0002852541,0.006127266,0.0007763638,0.9550864],"genre_scores_gemma":[0.00918987,0.0004038017,0.0002204184,0.008329339,0.0013863,0.0001560967,0.002802024,0.0005800809,0.976932],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4409637,"threshold_uncertainty_score":0.7973975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005671260413986878,"score_gpt":0.1758530238641639,"score_spread":0.170181763450177,"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."}}