{"id":"W7037582277","doi":"","title":"EP8: เลารอน Podcast - \"รายการทจะมาเลาขาว รอนๆ ในแวดวงการออกแบบ ความคดสรางสรรค เทคโนโลย\"","year":2021,"lang":"th","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Selection (genetic algorithm)","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":[],"category_scores_codex":[0.001373793,0.0009215319,0.0005259339,0.0009440567,0.001414357,0.004311411,0.001180845,0.001615537,0.7385547],"category_scores_gemma":[0.003316636,0.0004300064,0.0004641208,0.0007532595,0.0004432506,0.002521531,0.002104934,0.001837771,0.579192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485904,"about_ca_system_score_gemma":0.001464283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008116551,"about_ca_topic_score_gemma":0.01483773,"domain_scores_codex":[0.9995012,0.00006559352,0.00001814818,0.00008563792,0.000207268,0.00012207],"domain_scores_gemma":[0.9975075,0.0002098911,0.00006517091,0.000427232,0.000777234,0.001012988],"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":[0.00008304505,0.00002432973,0.00007245888,0.00003153084,0.000001476982,0.00001505535,0.0000135931,0.00007859624,0.0002887967,0.002062141,0.9676415,0.0296875],"study_design_scores_gemma":[0.00004779318,0.00002484304,0.0003209673,0.00001863227,0.00000185513,0.000016352,0.0000205093,0.0006587089,0.0003372398,0.001096922,0.9974474,0.000008914183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001267768,0.0001902333,0.01133749,0.002440089,0.005845604,0.0003050734,0.01353857,0.02290654,0.9421687],"genre_scores_gemma":[0.00456678,0.000105705,0.002284028,0.0004139785,0.0006168744,0.00007740826,0.005799891,0.003208111,0.9829271],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7385547,"threshold_uncertainty_score":0.3729199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00885925800908897,"score_gpt":0.1874248204718836,"score_spread":0.1785655624627946,"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."}}