{"id":"W1571958917","doi":"10.1007/978-1-4302-6455-2_13","title":"Migrating to New I/O","year":2014,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Software Engineering and Design Patterns","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Beekeepers' Association","funders":"","keywords":"Java; Computer science; Programming language; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.001076504,0.001056434,0.000559183,0.001370557,0.001127398,0.00662869,0.002687083,0.001732709,0.0500886],"category_scores_gemma":[0.003896771,0.0009145718,0.001061102,0.002190502,0.001202308,0.01471864,0.004920131,0.004552411,0.03909136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318444,"about_ca_system_score_gemma":0.001245074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00184187,"about_ca_topic_score_gemma":0.003127403,"domain_scores_codex":[0.9986713,0.0001106426,0.00007780462,0.0003172953,0.0006478154,0.0001752224],"domain_scores_gemma":[0.9986034,0.0002831188,0.00005739967,0.0004988204,0.0003768804,0.0001804536],"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":[0.00006148078,0.0001017633,0.0004684427,0.0005066774,0.00001616612,0.0002687259,0.002576834,0.0006652928,0.005575353,0.1928942,0.290828,0.5060369],"study_design_scores_gemma":[0.000004602417,0.000008735344,0.0001091097,0.0001665861,0.000005381612,0.0001755784,0.000186684,0.0004973097,0.001252414,0.01961067,0.9779714,0.00001158972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0085695,0.01453256,0.25522,0.008765825,0.005939623,0.0002222319,0.0009524877,0.01449199,0.6913058],"genre_scores_gemma":[0.03070148,0.02174841,0.1584905,0.005369723,0.001984979,0.0003033571,0.002839637,0.01145424,0.7671077],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0500886,"threshold_uncertainty_score":0.1675631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03858287396545274,"score_gpt":0.2764754759674511,"score_spread":0.2378926020019984,"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."}}