{"id":"W4400000127","doi":"10.1007/979-8-8688-0351-2","title":"Learn Java Fundamentals","year":2024,"lang":"en","type":"book","venue":"Apress eBooks","topic":"Modeling and Simulation Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Java; Computer science; Programming language","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000272086,0.0002764116,0.0003433205,0.0001673503,0.00009395122,0.0005366812,0.0009522064,0.0002708166,0.0000270785],"category_scores_gemma":[0.000005538129,0.0002533778,0.0001775435,0.00002029966,0.00003910684,0.00007266797,0.0004374569,0.0003762715,0.001675844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099244,"about_ca_system_score_gemma":0.0002476354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002897504,"about_ca_topic_score_gemma":0.000003031401,"domain_scores_codex":[0.9981488,0.00005269742,0.0004077579,0.0006416962,0.0004979633,0.0002510915],"domain_scores_gemma":[0.9986477,0.00009559599,0.0001332887,0.0009508367,0.00006668378,0.0001058242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004518592,0.00001326579,0.000003158466,0.0006432458,0.0002266064,0.00009089304,0.003453003,0.001169099,0.00009403704,0.5392801,0.3792663,0.07575582],"study_design_scores_gemma":[0.00009445449,0.00001999043,2.250631e-7,0.0003697273,0.00001724865,0.00001561145,0.000003516451,0.03726785,0.00004885611,0.02639316,0.9354784,0.0002909223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001390605,0.0009565613,0.0837571,0.00004913999,0.001840154,0.0002419331,0.00001333081,0.0005444945,0.9125834],"genre_scores_gemma":[0.007694636,0.00000437336,0.0009336189,0.0001862328,0.0003493656,0.00002641951,0.00001357821,0.00004679538,0.990745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5562122,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04483373300660783,"score_gpt":0.269863034784722,"score_spread":0.2250293017781141,"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."}}