{"id":"W7099834573","doi":"","title":"PAR","year":2014,"lang":"en","type":"article","venue":"","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Jury; Work (physics); BIBO stability","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":[0.001272168,0.001003385,0.0008614993,0.001650343,0.002531194,0.007507258,0.00166597,0.002903127,0.8297524],"category_scores_gemma":[0.004116917,0.0004220114,0.0007015821,0.001547711,0.0009239603,0.00304652,0.003805823,0.002366617,0.7178181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003551402,"about_ca_system_score_gemma":0.004470258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01973459,"about_ca_topic_score_gemma":0.02342113,"domain_scores_codex":[0.9982078,0.0001700151,0.00009325086,0.0005024739,0.0007547045,0.000271781],"domain_scores_gemma":[0.9969285,0.0002518718,0.0001349471,0.0004644407,0.001654351,0.000565942],"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":[0.00009321483,0.00004943346,0.0006711343,0.0001776982,0.000008542113,0.0001543754,0.0001930209,0.00009691367,0.0009207864,0.01398407,0.8602026,0.1234482],"study_design_scores_gemma":[0.000005629367,0.000008549968,0.0003775011,0.00003954351,0.000001529118,0.00006305009,0.00006142911,0.00005089666,0.0001492702,0.0004608976,0.9987776,0.000003998761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009180559,0.001565543,0.002201466,0.006102293,0.004722915,0.0002408882,0.004503501,0.002313937,0.9774315],"genre_scores_gemma":[0.003814023,0.0008009844,0.0009501014,0.001204008,0.00041391,0.00008092773,0.001948657,0.0004733264,0.9903142],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1702476,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135340271388512,"score_gpt":0.1782124662976089,"score_spread":0.1668590635837238,"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."}}