{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004624105,0.001493606,0.000730995,0.001272019,0.0006532412,0.003174209,0.001508926,0.001035099,0.3790944],"category_scores_gemma":[0.001995487,0.0008872033,0.0009015459,0.00105785,0.0003473512,0.005264539,0.002685142,0.002675796,0.3684995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005774653,"about_ca_system_score_gemma":0.0008798841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115366,"about_ca_topic_score_gemma":0.0035268,"domain_scores_codex":[0.9995621,0.00002874985,0.00001432954,0.00008899101,0.000257577,0.00004821135],"domain_scores_gemma":[0.9993637,0.0001719853,0.00002340944,0.0001133029,0.0002028765,0.000124751],"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":[0.00003482776,0.0001229199,0.0002714463,0.0001324076,0.000006232019,0.00004257367,0.0001042422,0.0003274082,0.001759188,0.01742223,0.571113,0.4086635],"study_design_scores_gemma":[0.00001588398,0.00002738114,0.0004040263,0.0001300668,0.00001024803,0.0001668834,0.00006305092,0.001681236,0.001661117,0.02381696,0.9720085,0.00001471962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001537638,0.001245751,0.114653,0.001534789,0.0006616524,0.0001465082,0.001800602,0.02019198,0.8582282],"genre_scores_gemma":[0.003802156,0.001357382,0.03023697,0.0009755269,0.0001935843,0.0001191506,0.002767775,0.004667041,0.9558803],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3790944,"threshold_uncertainty_score":0.8856465,"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."}}