{"id":"W2460693621","doi":"10.29173/cais401","title":"Inedxing as Problem Solving: A Cognitive Approach to Consistency","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consistency (knowledge bases); Cognition; Psychology; Humanities; Cognitive psychology; Computer science; Philosophy; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01063455,0.0007077334,0.0005259604,0.005000251,0.001215367,0.008569456,0.002358314,0.001521958,0.002302863],"category_scores_gemma":[0.07567395,0.0004435666,0.0007888926,0.003245826,0.01321824,0.00815341,0.004034395,0.0022195,0.0001811003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00213801,"about_ca_system_score_gemma":0.00185217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002669736,"about_ca_topic_score_gemma":0.001849916,"domain_scores_codex":[0.9872388,0.006724567,0.0007429188,0.001393272,0.003560507,0.0003398119],"domain_scores_gemma":[0.9380382,0.04693516,0.007200436,0.003945864,0.003120307,0.0007601116],"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":[0.0005090502,0.000773892,0.07913498,0.00121864,0.0003566076,0.0006206498,0.1607524,0.007985887,0.01893202,0.5043077,0.001045771,0.2243624],"study_design_scores_gemma":[0.0002137636,0.0007645041,0.09140287,0.00044858,0.0002972039,0.001333534,0.04749895,0.0674883,0.01265545,0.7610587,0.01653764,0.0003004154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5132497,0.001269704,0.4278932,0.002857242,0.00009098048,0.000570975,0.0001265297,0.0003803491,0.0535614],"genre_scores_gemma":[0.8912634,0.0003648113,0.1058969,0.0003215352,0.00006537501,0.0004209054,0.00009337402,0.00005183801,0.001521874],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01063455,"threshold_uncertainty_score":0.05624151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061932031801678,"score_gpt":0.2543636308179431,"score_spread":0.2337443104999263,"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."}}