{"id":"W2022051952","doi":"10.1007/s10459-011-9326-z","title":"The effect of conceptual and contextual familiarity on transfer performance","year":2011,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Analogy; Context (archaeology); Laminar flow; Psychology; Laplace transform; Calculus (dental); Cognitive psychology; Social psychology; Epistemology; Medicine; Mathematics; Mechanics; Physics; Philosophy; Mathematical analysis","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":[0.002931018,0.0007181533,0.000773361,0.0003891054,0.0003045375,0.001790285,0.0008964079,0.001442616,0.009571014],"category_scores_gemma":[0.07031473,0.0004270422,0.0003264653,0.0004004269,0.0007619699,0.002383132,0.001764753,0.001233437,0.00109349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003157622,"about_ca_system_score_gemma":0.0006394876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005850309,"about_ca_topic_score_gemma":0.0003755891,"domain_scores_codex":[0.9971902,0.001175634,0.0002586104,0.0005442523,0.0005442051,0.000287141],"domain_scores_gemma":[0.8653792,0.1229473,0.004011879,0.003529531,0.001701529,0.002430515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.1299143,0.009006025,0.06367753,0.0009761984,0.0006739717,0.001141688,0.003509359,0.01224939,0.5471313,0.001441355,0.0009577205,0.2293213],"study_design_scores_gemma":[0.00407205,0.08152131,0.5750625,0.0002875999,0.002010106,0.003469815,0.002763521,0.05823327,0.2579875,0.01125991,0.002865012,0.0004674379],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949319,0.000208117,0.002027709,0.00005413153,0.00005224663,0.00003743425,0.0000400268,0.00007313233,0.002575232],"genre_scores_gemma":[0.9979747,0.00008216681,0.0007682593,0.00003277531,0.00003409071,0.00004046369,0.00004968909,0.00006515886,0.000952749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009571014,"threshold_uncertainty_score":0.03201824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837180821597821,"score_gpt":0.4038050046560187,"score_spread":0.3654331964400405,"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."}}