{"id":"W2799652303","doi":"10.1145/3203247.3203251","title":"Artificial intelligence in 2027","year":2018,"lang":"en","type":"article","venue":"AI Matters","topic":"Image Retrieval and Classification Techniques","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Bar-Ilan University","keywords":"Pace; Sight; Computer science; Artificial intelligence; Geography; Astronomy","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":[0.004413592,0.001161747,0.0007927105,0.002091494,0.001539293,0.008841331,0.001200262,0.004070722,0.06943862],"category_scores_gemma":[0.007039076,0.0003208576,0.0005280378,0.001735997,0.002916941,0.006040266,0.00317561,0.004416579,0.04499416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003588668,"about_ca_system_score_gemma":0.003538707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003155699,"about_ca_topic_score_gemma":0.004656584,"domain_scores_codex":[0.997731,0.000630135,0.0001557985,0.0003173244,0.0009465502,0.0002191618],"domain_scores_gemma":[0.9979201,0.0005309606,0.00007654368,0.00027056,0.0007507526,0.0004510946],"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":[0.00006292216,0.00003227208,0.0003090036,0.0001841165,0.0000177785,0.00007190405,0.0001199298,0.000303297,0.0002098089,0.164657,0.7018659,0.1321661],"study_design_scores_gemma":[0.000003369128,0.00001294156,0.0001480197,0.000148337,0.000001990303,0.00003712785,0.00004026249,0.0001332894,0.00005830757,0.01600082,0.983412,0.000003470223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001346329,0.1593938,0.008975678,0.1034813,0.08862395,0.0001129678,0.001450707,0.0005560045,0.6360593],"genre_scores_gemma":[0.02521704,0.08299511,0.00720296,0.02864565,0.02325268,0.0002217132,0.002444794,0.0004653679,0.8295548],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06943862,"threshold_uncertainty_score":0.2322953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02517818157257489,"score_gpt":0.2974055739218653,"score_spread":0.2722273923492904,"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."}}