{"id":"W4381744193","doi":"10.1109/cscwd57460.2023.10152836","title":"Keynote 3 : Be Ready for AI Third Wave!?","year":2023,"lang":"en","type":"article","venue":"","topic":"AI-based Problem Solving and Planning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003502628,0.00008770121,0.00009753362,0.00008401404,0.000174776,0.0001220562,0.0003781115,0.00005416632,0.00001774702],"category_scores_gemma":[0.00005481069,0.00007391796,0.00004666754,0.0003401823,0.00001173737,0.0002157614,0.0001235418,0.00009092362,0.0002391415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001264498,"about_ca_system_score_gemma":0.00005725738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003958013,"about_ca_topic_score_gemma":0.000008098034,"domain_scores_codex":[0.9991214,0.00002126019,0.0001306752,0.0002710836,0.0001453276,0.0003102179],"domain_scores_gemma":[0.9991958,0.0002902158,0.00003094642,0.0003594969,0.00005559125,0.0000679829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009149987,0.00001447117,0.0004097361,0.00003675245,0.00001741647,0.00002466561,0.001330852,0.0007996703,0.000399628,0.1475489,0.8171768,0.03223196],"study_design_scores_gemma":[0.0003180784,0.0001328315,0.0004526046,0.00002594113,0.0000046499,0.0000069204,0.00003009384,0.6478221,0.001797484,0.01801049,0.3311602,0.0002386129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001993655,0.00003249268,0.9571215,0.02002414,0.0005058619,0.0001778912,0.00001045733,0.001370479,0.01876355],"genre_scores_gemma":[0.3841393,0.00003427031,0.4522769,0.02485263,0.0005297437,0.0001543776,0.0001626756,0.00005839835,0.1377917],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6470224,"threshold_uncertainty_score":0.3073759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08105215749407906,"score_gpt":0.307653493891589,"score_spread":0.22660133639751,"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."}}