{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002297441,0.001165779,0.0006825314,0.0006607128,0.00559009,0.00831022,0.001355036,0.008178269,0.1816301],"category_scores_gemma":[0.00724054,0.0003343449,0.0009758041,0.0005635094,0.001809339,0.009969912,0.004356597,0.01222309,0.1067159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002512205,"about_ca_system_score_gemma":0.002518554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00315274,"about_ca_topic_score_gemma":0.004476072,"domain_scores_codex":[0.9985358,0.0003625143,0.000060208,0.0002742972,0.0004305265,0.0003366039],"domain_scores_gemma":[0.9975666,0.0005253009,0.00009159825,0.00009059656,0.0007829197,0.0009429671],"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":[0.0000249565,0.00001179989,0.00004288082,0.00003338548,0.000001424369,0.00002788398,0.000180016,0.000009137727,0.00007922315,0.006333541,0.988773,0.004482695],"study_design_scores_gemma":[0.000008013011,0.00001994875,0.0001803451,0.0000954129,0.000003515533,0.00005428246,0.0008437691,0.00004180626,0.00009202506,0.003602125,0.9950473,0.00001151888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008159174,0.00554496,0.001633028,0.5263061,0.3046485,0.0001064576,0.0008024661,0.0004718179,0.1596708],"genre_scores_gemma":[0.01486718,0.005445897,0.001179824,0.2249501,0.09438679,0.0003015627,0.0007120877,0.0007682433,0.6573883],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1816301,"threshold_uncertainty_score":0.6076131,"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."}}