{"id":"W7011483720","doi":"","title":"March 15: Fighting words","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"European Political History Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Doors; Government (linguistics); Agency (philosophy); Subject (documents)","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":[0.0002318687,0.0002858526,0.0003959435,0.0001448787,0.0002275099,0.00007693711,0.0004103346,0.0001059898,0.9853764],"category_scores_gemma":[0.0001038875,0.0002874279,0.0002458982,0.000004047783,0.0003065721,1.637608e-7,0.0001669453,0.0003830439,0.03628504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009447472,"about_ca_system_score_gemma":0.00002291901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004502291,"about_ca_topic_score_gemma":0.003654139,"domain_scores_codex":[0.998288,0.0001335435,0.0005940906,0.0001991284,0.0004691508,0.0003161373],"domain_scores_gemma":[0.998843,0.0001252845,0.0004475031,0.0003919632,0.00008633691,0.0001059334],"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":[0.00001953732,0.00003314675,4.009839e-7,0.0003153481,0.00008960476,0.00002613347,0.001289931,0.00002512557,1.096891e-8,0.004586745,0.9932376,0.0003763912],"study_design_scores_gemma":[0.0001731661,0.00007520204,3.926268e-7,0.00007867262,0.00009846029,0.00001024009,0.0006898094,0.000006000166,1.776763e-7,0.00001927716,0.9985381,0.0003104812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004773706,0.0003640913,4.501466e-8,0.0001298479,0.0003729788,0.0001886798,0.0003812281,0.0002187289,0.9983397],"genre_scores_gemma":[0.0002009944,0.00004039185,0.0001205061,0.0005987846,0.0005904481,0.00001393365,0.0003288088,0.0001716196,0.9979345],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9490913,"threshold_uncertainty_score":0.9999578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105042503703204,"score_gpt":0.1828864524121539,"score_spread":0.1723822020418335,"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."}}