{"id":"W2039987681","doi":"10.1016/j.artint.2014.03.007","title":"On our best behaviour","year":2014,"lang":"en","type":"article","venue":"Artificial Intelligence","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":103,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Clearance; Computer science; Epistemology; Context (archaeology); Cognitive science; Artificial intelligence; Artificial general intelligence; Psychology; Data science; Philosophy; History","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":[0.002329035,0.001079264,0.0006839425,0.001198564,0.002255819,0.004888448,0.001996637,0.003262329,0.05387124],"category_scores_gemma":[0.01279219,0.0003997684,0.0009762899,0.0007510412,0.001847792,0.0061492,0.002642412,0.003185715,0.01611282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113307,"about_ca_system_score_gemma":0.002160574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003371028,"about_ca_topic_score_gemma":0.005941647,"domain_scores_codex":[0.9968359,0.001130859,0.0001211634,0.0006045772,0.0007786673,0.0005287199],"domain_scores_gemma":[0.9944552,0.001626883,0.0002396391,0.001699438,0.001292045,0.0006869462],"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":[0.0007186614,0.001047184,0.0119185,0.0005749395,0.0004209754,0.001143532,0.003437312,0.01528711,0.01897182,0.4225532,0.168838,0.3550887],"study_design_scores_gemma":[0.0001109686,0.0004030966,0.00412851,0.000506114,0.0003342738,0.001179477,0.004158054,0.06283129,0.011877,0.5383359,0.3759648,0.0001705754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.07467522,0.002501422,0.1899518,0.06907381,0.002230395,0.0004059492,0.001224978,0.005149796,0.6547866],"genre_scores_gemma":[0.6635661,0.002168467,0.10801,0.009711631,0.0007190834,0.0003085771,0.001456674,0.001996855,0.2120627],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05387124,"threshold_uncertainty_score":0.1802173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05246896499110883,"score_gpt":0.3039279630235122,"score_spread":0.2514589980324033,"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."}}