{"id":"W7042076298","doi":"","title":"Scored in silence","year":2018,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Paraphernalia; Circumstantial evidence; TSG101; Pretext","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002359894,0.00053968,0.001058795,0.006022919,0.0002190845,0.00003674447,0.002994396,0.0009173704,0.02508367],"category_scores_gemma":[0.000589076,0.0006767426,0.0002410135,0.004226635,0.003374866,0.0002982161,0.001560745,0.001670021,0.01330507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000717776,"about_ca_system_score_gemma":0.00135873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02242705,"about_ca_topic_score_gemma":0.05417386,"domain_scores_codex":[0.9932336,0.0009867279,0.0003370335,0.001359139,0.002468555,0.001614939],"domain_scores_gemma":[0.9961736,0.0003595702,0.0003978719,0.001731204,0.0008721836,0.0004655327],"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":[0.0005289626,0.001024596,0.003171592,0.0006342806,0.0001669616,0.0009034275,0.0009523329,0.000002863057,0.001387595,0.0006055576,0.9885781,0.002043771],"study_design_scores_gemma":[0.003081193,0.0006347585,0.007676465,0.002519359,0.00005077201,0.00001141733,0.02419252,0.0004049237,0.00007335446,0.0007445439,0.9596225,0.0009882125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07821432,0.001441534,0.00003683442,0.0009538556,0.0003032712,0.002189562,0.002845586,0.0006584029,0.9133567],"genre_scores_gemma":[0.01391206,0.001393624,0.004030593,0.00001005486,0.0005050118,0.000001441378,0.0007898849,0.001060282,0.9782971],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06494042,"threshold_uncertainty_score":0.9995684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089962651105553,"score_gpt":0.3813727559984135,"score_spread":0.2723764908878582,"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."}}