{"id":"W2345599603","doi":"","title":"Source Selection Among Information Seekers: Ideals and Realities","year":2001,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Seekers; Trustworthiness; Information source (mathematics); Psychology; Ideal (ethics); Social psychology; Selection (genetic algorithm); Cognition; Reliability (semiconductor); Applied psychology; Computer science; Political science; Artificial intelligence; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000656814,0.00008266609,0.00009793027,0.00007677041,0.0007184984,0.0004417806,0.0001128508,0.00007597991,0.0002875869],"category_scores_gemma":[0.0001373553,0.00008802241,0.00003012831,0.0002527383,0.0001366467,0.001826114,0.00005318978,0.0001117555,0.0001835042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000773055,"about_ca_system_score_gemma":0.00002400074,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01773379,"about_ca_topic_score_gemma":0.029289,"domain_scores_codex":[0.9991219,0.00008887628,0.0001785067,0.0001168783,0.0002316761,0.0002621669],"domain_scores_gemma":[0.9996061,0.00004296622,0.00007511285,0.00008486294,0.00007234979,0.0001185633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002958546,0.00002554431,0.4987978,0.00006285377,0.00004567957,0.000001525109,0.02380843,0.00007887129,0.0000254479,0.4369199,0.01139732,0.02880703],"study_design_scores_gemma":[0.0002504424,0.00002233757,0.03382898,0.00003682927,0.00001671724,8.934616e-7,0.01064758,0.0003804815,0.00002875995,0.004095336,0.95051,0.0001817033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5586969,0.00007354727,0.0006575612,0.0003329201,0.0001533566,0.0001869569,8.139964e-7,0.0001964447,0.4397016],"genre_scores_gemma":[0.9774329,0.0001679153,0.0001093625,0.00028971,0.0003321922,0.00001656033,0.000008379237,0.000006255897,0.02163674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9391126,"threshold_uncertainty_score":0.9888072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554913285141978,"score_gpt":0.2609536959076968,"score_spread":0.245404563056277,"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."}}