{"id":"W4398239758","doi":"10.31468/dwr.1093","title":"Two perspectives on generative AI now","year":2024,"lang":"en","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"Evolutionary Algorithms and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Generative grammar; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004287255,0.0007847145,0.0006557082,0.002157225,0.004536758,0.01140309,0.001622144,0.005847301,0.01412981],"category_scores_gemma":[0.006216893,0.0003784614,0.0007554624,0.0017451,0.02838805,0.01242245,0.004510238,0.009602276,0.002598407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003718672,"about_ca_system_score_gemma":0.001823679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001689435,"about_ca_topic_score_gemma":0.002026177,"domain_scores_codex":[0.9956123,0.002862581,0.00009974177,0.0004063761,0.0006681136,0.0003510211],"domain_scores_gemma":[0.9939144,0.004134272,0.0002057234,0.0007677888,0.0004548983,0.0005230155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003205649,0.000004257687,0.00002710606,0.000008969304,7.832023e-7,0.00002132867,0.00122762,0.00003834218,0.00001877373,0.9954734,0.001252187,0.001923945],"study_design_scores_gemma":[0.000006837799,0.000006378035,0.00006535089,0.00007961631,0.000001735623,0.00009927988,0.001557517,0.0002115532,0.00006719151,0.9015742,0.09632486,0.000005412302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.007504249,0.02707087,0.05229177,0.1583021,0.002807363,0.00002100066,0.0001075939,0.0001599071,0.7517352],"genre_scores_gemma":[0.8017493,0.01867118,0.03068054,0.0294948,0.005735067,0.0001998544,0.0002463454,0.0004498183,0.1127732],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01412981,"threshold_uncertainty_score":0.04726893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05983613825452552,"score_gpt":0.4016007775668646,"score_spread":0.3417646393123391,"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."}}