{"id":"W4248044419","doi":"10.31229/osf.io/y9swd","title":"Is AI Literate?","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Western University","funders":"","keywords":"Watson; Literacy; IBM; Computer science; Artificial intelligence; Psychology; Cognitive science; Sociology; Pedagogy","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":[0.007014403,0.000237119,0.0005752463,0.001773497,0.004446226,0.01140207,0.0007556245,0.003731773,0.0102972],"category_scores_gemma":[0.02875369,0.0001833222,0.0002544403,0.001331273,0.02600504,0.01389511,0.004868833,0.005216418,0.003003713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003198828,"about_ca_system_score_gemma":0.003832546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003065646,"about_ca_topic_score_gemma":0.001588779,"domain_scores_codex":[0.9910783,0.005030054,0.0002786028,0.0009924984,0.001419952,0.001200514],"domain_scores_gemma":[0.9807463,0.008068674,0.00222509,0.001787254,0.00296777,0.004204937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006800982,0.0001357285,0.01642612,0.0002525103,0.00005088296,0.0005957888,0.04350018,0.0001100136,0.0004372891,0.8219723,0.04905191,0.06739935],"study_design_scores_gemma":[0.00001578431,0.00005854584,0.008234046,0.0007352176,0.00002707263,0.0008606375,0.02953175,0.0002602813,0.0003704632,0.6655508,0.2943118,0.00004355307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07494528,0.00924351,0.005764381,0.6270714,0.001132097,0.00003664965,0.0002245629,0.0001002912,0.2814818],"genre_scores_gemma":[0.9232872,0.00571136,0.001368269,0.05305398,0.001058095,0.00007504752,0.0001439208,0.00006234624,0.01523981],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01140207,"threshold_uncertainty_score":0.0370962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.15025864102931,"score_gpt":0.495248151312099,"score_spread":0.344989510282789,"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."}}