{"id":"W6999141589","doi":"","title":"Building the developer cloud (Changelog Interviews #621)","year":2024,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cloud computing; Scripting language; Wonder; Phone; Session (web analytics); USable; Studio; Leverage (statistics); Commit; Code (set theory); Alliance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004615726,0.0006177094,0.0002293761,0.001026632,0.01127888,0.005735919,0.0009641777,0.002889709,0.0885359],"category_scores_gemma":[0.01571056,0.0007452065,0.0004050282,0.0009648239,0.002506918,0.009671728,0.006617139,0.006716395,0.02522526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007280143,"about_ca_system_score_gemma":0.009601822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01455319,"about_ca_topic_score_gemma":0.04929747,"domain_scores_codex":[0.9951427,0.001815048,0.0001181147,0.0005541188,0.001427908,0.000941983],"domain_scores_gemma":[0.9903577,0.00172116,0.000311534,0.0004267965,0.002641421,0.004541324],"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":[0.00002201977,0.00005377833,0.0006836321,0.00006320872,0.000001154657,0.0002579069,0.01946662,0.00002395586,0.0005203333,0.004274796,0.9493434,0.02528914],"study_design_scores_gemma":[0.000002708772,0.00001291494,0.0002729546,0.00004239839,7.610815e-7,0.0001137536,0.009708543,0.00003381465,0.0001234539,0.0003303189,0.9893497,0.000008787075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04156435,0.004440129,0.01657238,0.3615347,0.01974753,0.0009708111,0.00260129,0.006163115,0.5464057],"genre_scores_gemma":[0.09846146,0.001730205,0.005808704,0.09216232,0.0010581,0.0008145678,0.0007884584,0.004139911,0.7950363],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0885359,"threshold_uncertainty_score":0.2961821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03171112087184603,"score_gpt":0.2861811328529804,"score_spread":0.2544700119811344,"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."}}