{"id":"W1523711457","doi":"10.1002/0470018860.s00337","title":"Planning: Neural and Psychological","year":2005,"lang":"en","type":"other","venue":"Encyclopedia of Cognitive Science","topic":"Design Education and Practice","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Psychology; Computer science; Environmental science","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":[0.0001632819,0.0001316407,0.0001390273,0.0002207907,0.00002731502,0.00002111498,0.0001660221,0.00008241559,0.001825384],"category_scores_gemma":[0.0003041446,0.0001208568,0.00001624902,0.0002771606,0.0004312047,0.000130735,0.00002229629,0.0001808142,0.0000772258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007943122,"about_ca_system_score_gemma":0.00003027231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003009907,"about_ca_topic_score_gemma":0.000001410703,"domain_scores_codex":[0.99927,0.00001860786,0.0001133408,0.0002199035,0.0002038662,0.0001743406],"domain_scores_gemma":[0.999543,0.0001648558,0.00006105177,0.00009658847,0.00003739368,0.00009711285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002376532,0.0002108809,0.001559471,0.0001339497,0.00004186586,0.00002236321,0.002321718,0.0000478814,0.0002898157,0.0006731155,0.5349429,0.4597322],"study_design_scores_gemma":[0.000238529,0.00008447881,0.01606982,0.0002020488,0.00002776091,0.00002821336,0.000279836,0.0003319252,0.00006461405,0.00006070427,0.9822723,0.0003398114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001881725,0.001464734,0.0004029392,0.00002956853,0.0007125319,0.0001225778,0.00001437462,0.0001330481,0.9952385],"genre_scores_gemma":[0.3940053,0.002684753,0.001721388,0.0001813489,0.0007300567,0.00002368517,0.000008704705,0.0001651066,0.6004797],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4593924,"threshold_uncertainty_score":0.9990871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03115895258502355,"score_gpt":0.3374985158666147,"score_spread":0.3063395632815911,"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."}}