{"id":"W2618212023","doi":"10.22230/cjc.2017v42n2a3210","title":"Mindless: Why Smarter Machines are Making Dumber Humans","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Cognitive psychology; Computer science; Cognitive science","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":[0.004438552,0.0004192489,0.0002795026,0.0006568121,0.00345044,0.006523102,0.001194015,0.006516208,0.01363657],"category_scores_gemma":[0.0189249,0.0002737261,0.0003205854,0.0004353348,0.02967598,0.01131551,0.002975098,0.005704214,0.002519361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002804518,"about_ca_system_score_gemma":0.002996007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006362916,"about_ca_topic_score_gemma":0.006387694,"domain_scores_codex":[0.9969735,0.001420383,0.00007842935,0.0004379957,0.000708181,0.0003814459],"domain_scores_gemma":[0.9912698,0.003835915,0.0008191522,0.001293215,0.001725334,0.001056473],"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":[0.0001024421,0.00004467655,0.002392435,0.0001896895,0.00003009987,0.000321558,0.02143416,0.0003546836,0.001787465,0.8775119,0.06063227,0.03519869],"study_design_scores_gemma":[0.000032773,0.00003921184,0.001980083,0.0002677953,0.00002794383,0.0004873781,0.009658102,0.0006934813,0.001261015,0.6885649,0.296926,0.00006126465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06211504,0.01076185,0.04597321,0.4934188,0.006159987,0.00006658045,0.0001718545,0.0005886045,0.3807441],"genre_scores_gemma":[0.8795424,0.002359037,0.01147769,0.05481555,0.001018701,0.0000681872,0.00007239969,0.0004273299,0.05021869],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01363657,"threshold_uncertainty_score":0.04561883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1300987476364631,"score_gpt":0.3605457636099093,"score_spread":0.2304470159734462,"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."}}