{"id":"W7162273105","doi":"","title":"Approaches to learning and cognitive processes","year":2005,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Cognitive map; Cognitive load; Process (computing); Cognitive style; Policy learning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001931423,0.0007356188,0.0004982008,0.002352232,0.002529892,0.0107223,0.001178925,0.001999762,0.01258047],"category_scores_gemma":[0.004208992,0.0002755906,0.0004033431,0.00218758,0.02154429,0.00780006,0.003053227,0.003251113,0.001607604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00796207,"about_ca_system_score_gemma":0.003440966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0072048,"about_ca_topic_score_gemma":0.008472507,"domain_scores_codex":[0.9979956,0.001232566,0.00005814425,0.0002392197,0.0002933188,0.0001811697],"domain_scores_gemma":[0.9975296,0.001581235,0.0001346486,0.0003331557,0.0001665951,0.0002548143],"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":[0.00001320499,0.00002690953,0.0003488506,0.0001285095,0.000009239104,0.00006773654,0.006564236,0.0003786914,0.00008527642,0.9555975,0.005273727,0.03150621],"study_design_scores_gemma":[0.000009058564,0.000008649861,0.0005070865,0.0001609582,0.000006114175,0.00006506833,0.002820506,0.0003453816,0.00008293526,0.9296499,0.06633906,0.000005221219],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01785557,0.04914606,0.04153015,0.03105823,0.0003623335,0.00006613558,0.0001211103,0.0002172114,0.8596432],"genre_scores_gemma":[0.8632481,0.03353392,0.01682111,0.001848365,0.0004441702,0.0002621602,0.0001519944,0.0001477389,0.08354256],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01258047,"threshold_uncertainty_score":0.05776906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1394361864828794,"score_gpt":0.3308662011445761,"score_spread":0.1914300146616967,"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."}}