{"id":"W4233971044","doi":"10.1142/9789812839442_bmatter","title":"BACK MATTER","year":2010,"lang":"en","type":"paratext","venue":"","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004666546,0.0002398226,0.0002425021,0.00009872058,0.00001634434,0.00006866646,0.0003051196,0.0005700446,0.9940137],"category_scores_gemma":[0.000001223831,0.0001869577,0.00008504675,0.000070597,0.00004774227,0.00004091991,0.00009402436,0.0006596734,0.9999719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002712816,"about_ca_system_score_gemma":0.00004740065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001128242,"about_ca_topic_score_gemma":0.00004976175,"domain_scores_codex":[0.999142,0.00002098111,0.0001426382,0.0002923672,0.000143561,0.000258438],"domain_scores_gemma":[0.9991679,0.00001271799,0.00007541887,0.0006263326,0.00004380886,0.00007383001],"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":[0.000002615576,0.00001126976,0.00001492009,0.00002503555,0.00001810708,3.478489e-7,0.000004407612,2.542628e-7,0.001778252,0.000006654801,0.998128,0.00001014831],"study_design_scores_gemma":[0.00008758486,0.000003218509,0.00005110769,0.00001377278,0.000009668724,0.000006695456,0.000001053021,0.000001356247,0.0009971631,0.000002734267,0.998557,0.0002686908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007426613,0.00004745838,0.00001814123,0.0001443445,0.003008728,0.0001481096,0.0003451857,0.00001702129,0.9961967],"genre_scores_gemma":[0.00002247751,0.000003418231,0.001074885,0.001379134,0.0007846502,0.000009926623,0.0006871175,0.0002674885,0.9957709],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.005958222,"threshold_uncertainty_score":0.7623914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771194067424015,"score_gpt":0.2806082023434511,"score_spread":0.2628962616692109,"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."}}