{"id":"W6979985800","doi":"","title":"ANTHOLOGY - It's a Cloud Native world (Changelog Interviews #543)","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summit; Cloud computing; Open source; Open source software; Period (music)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00090266,0.0005150874,0.000345972,0.0009213401,0.005143182,0.006394519,0.0007040389,0.001427235,0.3848302],"category_scores_gemma":[0.003885183,0.0003071208,0.0002400539,0.001309529,0.000793773,0.003582875,0.003107297,0.003745703,0.1547109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003085339,"about_ca_system_score_gemma":0.001441155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007072065,"about_ca_topic_score_gemma":0.0250644,"domain_scores_codex":[0.9994061,0.000119971,0.00001697784,0.00007649145,0.0002532332,0.0001271582],"domain_scores_gemma":[0.9980338,0.0003251546,0.00007818131,0.00008744493,0.0006538919,0.0008215612],"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":[0.000004992211,0.000005104227,0.00002268655,0.00001692429,1.664713e-7,0.00001515085,0.000402473,0.000001641231,0.00006316927,0.0005775805,0.9948545,0.004035634],"study_design_scores_gemma":[0.000001148445,0.000002641585,0.0001375658,0.00002437266,1.709705e-7,0.00001056526,0.0005254646,0.000003166578,0.00001882104,0.0000871138,0.9991878,0.000001238036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00239135,0.002543152,0.0006683826,0.04436874,0.0465625,0.000238948,0.004205332,0.0009389432,0.8980826],"genre_scores_gemma":[0.00684631,0.0007349612,0.0002583398,0.00588124,0.003211616,0.0001172717,0.00111886,0.0009339965,0.9808974],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6151698,"threshold_uncertainty_score":0.8774651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713872775181122,"score_gpt":0.2349118018315931,"score_spread":0.2177730740797819,"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."}}