{"id":"W4283157209","doi":"10.1145/3527927.3532808","title":"Cognitive Strategy Prompts","year":2022,"lang":"en","type":"article","venue":"Creativity and Cognition","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thomson Reuters (Canada)","funders":"","keywords":"Computer science; Cognition; Human–computer interaction; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001752974,0.00009877502,0.00009743516,0.00009775592,0.0005100985,0.000172527,0.0000691265,0.00002343597,0.002268856],"category_scores_gemma":[0.00005893056,0.00009983918,0.00002243848,0.000291948,0.0000772187,0.0009317505,0.0001855187,0.0001328377,0.00009845721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008022815,"about_ca_system_score_gemma":0.00001324849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001389489,"about_ca_topic_score_gemma":0.00002714386,"domain_scores_codex":[0.9993545,0.00001550091,0.00009659294,0.0002227217,0.0001714595,0.0001392514],"domain_scores_gemma":[0.9997086,0.00004183964,0.00008120497,0.00006277933,0.00009823751,0.000007322542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009186732,0.001374282,0.03266636,0.0006069709,0.0001179027,0.00008900437,0.0002546162,0.00003878695,0.003107656,0.08116975,0.008288395,0.8713676],"study_design_scores_gemma":[0.00514264,0.000464155,0.4121304,0.0005180806,0.001239692,0.0002078737,0.01488915,0.01516382,0.004454919,0.2647075,0.27815,0.002931773],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8949907,0.0001508535,0.00176266,0.000327173,0.000148037,0.0003114737,0.00007698256,0.0001175791,0.1021145],"genre_scores_gemma":[0.9981474,0.00001276541,0.000006718074,0.0007275114,0.0002470921,0.00009935049,0.0004113398,0.000008746441,0.000339091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8684358,"threshold_uncertainty_score":0.9986432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09791175412059251,"score_gpt":0.3001818495374657,"score_spread":0.2022700954168732,"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."}}