{"id":"W4392666865","doi":"10.1007/979-8-8688-0199-0_2","title":"Software Setup","year":2024,"lang":"en","type":"book-chapter","venue":"Maker Innovations Series","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep Society","funders":"","keywords":"Software; Computer science; Process (computing); Software engineering; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001675896,0.001625574,0.001257208,0.002126926,0.0009282787,0.002770049,0.003407948,0.00116683,0.3419532],"category_scores_gemma":[0.01048174,0.001414082,0.00080137,0.001447903,0.0005238141,0.002872898,0.003934757,0.002943718,0.3136574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009069947,"about_ca_system_score_gemma":0.001348119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001497499,"about_ca_topic_score_gemma":0.001607556,"domain_scores_codex":[0.9981759,0.0001770825,0.0001237375,0.0004284157,0.0009188029,0.000176096],"domain_scores_gemma":[0.9942796,0.001072729,0.0001750195,0.001691029,0.002130218,0.0006514108],"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":[0.0004202148,0.0002057955,0.001127198,0.0008169191,0.00003413517,0.0003031226,0.0005180005,0.001254243,0.009384894,0.01445267,0.7485731,0.2229095],"study_design_scores_gemma":[0.00009171986,0.00009323579,0.001399202,0.0001757688,0.00002023904,0.0003899029,0.0001030585,0.001663924,0.007761237,0.006218524,0.9820176,0.00006565326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.006753244,0.0007617706,0.2217936,0.0009010303,0.0009243935,0.002961887,0.0318536,0.4159661,0.3180844],"genre_scores_gemma":[0.04084765,0.001097071,0.1686078,0.002016767,0.0003221834,0.004031573,0.1054817,0.1451264,0.5324688],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3419532,"threshold_uncertainty_score":0.9386239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278628896380028,"score_gpt":0.2493498416270294,"score_spread":0.2265635526632291,"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."}}