{"id":"W2585845283","doi":"10.1016/b978-1-4831-6720-6.50032-2","title":"PATCH TESTING","year":2013,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut d'Histoire de l'Amérique Française","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004344402,0.001779929,0.0009395781,0.001758795,0.0006024922,0.002244454,0.001777237,0.001114759,0.3104483],"category_scores_gemma":[0.001950372,0.000718401,0.0006109227,0.00188094,0.000624083,0.002846628,0.001744517,0.001479552,0.1901136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005641989,"about_ca_system_score_gemma":0.0006381655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001891023,"about_ca_topic_score_gemma":0.003695291,"domain_scores_codex":[0.9992511,0.00004020943,0.00002430867,0.0001336195,0.0004980279,0.00005268213],"domain_scores_gemma":[0.9991215,0.0002362248,0.00003522672,0.0002907685,0.0002546513,0.00006162738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002092574,0.00005564982,0.0001872196,0.0001564826,0.000005203691,0.00006312589,0.00008018177,0.0005169549,0.00289788,0.006145532,0.2126821,0.7771886],"study_design_scores_gemma":[0.00001124691,0.00005918489,0.0008555789,0.0003030854,0.00001907303,0.000813072,0.00009624473,0.002860944,0.003964666,0.01607214,0.9749234,0.00002131127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002640335,0.005314527,0.06929473,0.000854191,0.0008847227,0.0001249007,0.0008364752,0.01005621,0.9099939],"genre_scores_gemma":[0.01036649,0.003658203,0.01944773,0.0003445,0.0001990564,0.00005883928,0.001802331,0.002497426,0.9616255],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3104483,"threshold_uncertainty_score":0.9835618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681807133665261,"score_gpt":0.2450975337009472,"score_spread":0.2082794623642946,"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."}}