{"id":"W7028573703","doi":"","title":"Ep.54 - Adam Strong and his Disturbing Plumbing","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Digitalization, Law, and Regulation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Face (sociological concept); Government (linguistics); 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002947121,0.00019641,0.0002658223,0.00007993302,0.0002330898,0.0001636965,0.0001762931,0.0003194535,0.05176149],"category_scores_gemma":[0.0002017952,0.0002075871,0.00008212212,0.00001667609,0.000297823,9.573857e-7,0.00005488478,0.00004434758,0.0003671082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007649726,"about_ca_system_score_gemma":0.00004879078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01464407,"about_ca_topic_score_gemma":0.09212678,"domain_scores_codex":[0.9985921,0.00006988041,0.0004070792,0.0001731229,0.0004858521,0.0002719929],"domain_scores_gemma":[0.9990994,0.0001097756,0.0004171617,0.0001595549,0.0001031532,0.0001109503],"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":[0.000006559556,0.00001073824,0.00003281979,0.0001395831,0.00003063581,0.00000278553,0.001282661,0.0001074681,2.607692e-8,0.00107988,0.9935673,0.003739501],"study_design_scores_gemma":[0.000194012,0.00002072832,0.00003283843,0.0002750113,0.00003279962,0.000002843288,0.0007368567,0.00002406761,3.931357e-7,0.00004510648,0.998409,0.0002263914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008074434,0.0002019438,0.000001821661,0.0001787621,0.000448752,0.0003246824,0.00005431677,0.0004279484,0.998281],"genre_scores_gemma":[0.001905756,0.0005242726,0.0001448284,0.00004665412,0.0002895335,0.000007870184,0.0001017129,0.0001309919,0.9968484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07748271,"threshold_uncertainty_score":0.9919175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008102023710843098,"score_gpt":0.2080950093956209,"score_spread":0.1999929856847778,"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."}}