{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003109258,0.0007766433,0.0003882493,0.001714776,0.001085985,0.005384077,0.0009276076,0.002275851,0.01518102],"category_scores_gemma":[0.03020433,0.0003133953,0.0005994453,0.0008400296,0.001842105,0.003663862,0.004078231,0.002062524,0.001739189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001554294,"about_ca_system_score_gemma":0.001611271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009781506,"about_ca_topic_score_gemma":0.0008437181,"domain_scores_codex":[0.9951463,0.001678334,0.0002198122,0.001027939,0.001391302,0.0005362284],"domain_scores_gemma":[0.9854624,0.008505872,0.00138602,0.001570876,0.001612111,0.001462698],"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":[0.001511249,0.0007892214,0.03774633,0.001124145,0.0001477605,0.002824985,0.04648792,0.00274432,0.03562764,0.6600986,0.02191571,0.1889821],"study_design_scores_gemma":[0.0004705049,0.000765682,0.06821846,0.0005895756,0.0001733377,0.002213079,0.02501643,0.02225326,0.01716942,0.7159796,0.1469132,0.0002374054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.4150325,0.0009253229,0.07887091,0.006096634,0.000771429,0.0006044325,0.0006338114,0.001116543,0.4959484],"genre_scores_gemma":[0.9729317,0.0001226904,0.01591118,0.000714924,0.00009320184,0.0002225712,0.0002480395,0.0001365839,0.009619034],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01518102,"threshold_uncertainty_score":0.0507856,"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."}}