{"meta":{"query_hash":"d13d644b1e00","filters":{"venue":"Addison-Wesley Professional eBooks"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/d13d644b1e00","api":"https://metacan.xera.ac/api/v1/cohort?venue=Addison-Wesley+Professional+eBooks"},"results":[{"id":"W2567069657","doi":"","title":"Eclipse Distilled (Eclipse)","year":2005,"lang":"en","type":"book","venue":"Addison-Wesley Professional eBooks","topic":"Software Engineering and Design Patterns","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Eclipse; Debugging; Code refactoring; Agile software development; Computer science; Software engineering; Java; Leverage (statistics); Engineering; Systems engineering; Programming language; Artificial intelligence; Software","score_opus":0.020114691406828332,"score_gpt":0.30588843906690316,"score_spread":0.28577374766007485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567069657","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001622358,0.0004728376,0.00025276004,0.0005976309,0.0083182035,0.0009921332,0.00030323467,0.00073272525,0.98816824],"genre_scores_gemma":[0.0023621917,0.000066125955,0.0005486753,0.0010048624,0.030150233,0.00023640657,0.0003248761,0.00017113451,0.9651355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954417,0.00035223085,0.0007434511,0.0008880329,0.0015428928,0.0010317033],"domain_scores_gemma":[0.99669397,0.0013847107,0.00041203626,0.0006908695,0.00022330455,0.00059513777],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009589813,0.00071895163,0.000806009,0.00028013167,0.0010298213,0.00012216796,0.0009832378,0.0018202646,0.006207837],"category_scores_gemma":[0.0004904615,0.00067595224,0.00046177497,0.00009037947,0.00049552816,0.00013578772,0.00025880942,0.0020712004,0.0019374826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006535289,0.00007466585,0.000075466865,0.00008248545,0.0001224584,0.00006035481,0.0058623855,0.0000091251595,0.0000026876596,0.055571325,0.9027796,0.03529414],"study_design_scores_gemma":[0.00050349324,0.00004396309,0.00010937129,0.00086513616,0.00009003724,0.0000044131716,0.00035285894,0.0000125347615,0.000006230107,0.010742766,0.9864015,0.000867674],"about_ca_topic_score_codex":0.0000974934,"about_ca_topic_score_gemma":0.00039764092,"teacher_disagreement_score":0.08362197,"about_ca_system_score_codex":0.00064274215,"about_ca_system_score_gemma":0.0030272237,"threshold_uncertainty_score":0.9995692},"labels":[],"label_agreement":null}]}