{"id":"W2158013804","doi":"10.1080/01421590903049814","title":"Teaching basic science to optimize transfer","year":2009,"lang":"en","type":"review","venue":"Medical Teacher","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Context (archaeology); Phenomenon; Computer science; Cognition; Psychology; Mathematics education; Cognitive science; Cognitive psychology; Epistemology; Neuroscience","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":[0.005921732,0.00049319,0.0003984411,0.001895942,0.0007221382,0.002157019,0.0009124698,0.0009792093,0.008317296],"category_scores_gemma":[0.0220042,0.0001882738,0.0005359023,0.001331642,0.001469312,0.002344603,0.002120411,0.001083646,0.001354567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00224468,"about_ca_system_score_gemma":0.006543925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007995436,"about_ca_topic_score_gemma":0.001670656,"domain_scores_codex":[0.9967282,0.001601758,0.0002103728,0.0003200029,0.0009529943,0.0001866051],"domain_scores_gemma":[0.9881887,0.008128726,0.001497033,0.0005146641,0.001282233,0.000388721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001283446,0.0006462415,0.005670029,0.01264012,0.0001301416,0.0003780347,0.005935728,0.001447774,0.007166549,0.04905429,0.01202894,0.9047738],"study_design_scores_gemma":[0.0004312923,0.002095883,0.03878628,0.02090424,0.0007481139,0.003270591,0.01403578,0.004036024,0.03002087,0.2408338,0.6447268,0.000110416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.2507983,0.1865779,0.2561686,0.04808565,0.003062145,0.003192324,0.0002826828,0.001729149,0.2501032],"genre_scores_gemma":[0.6923526,0.07714321,0.2108174,0.005528864,0.000623823,0.001181771,0.0001329837,0.0002186728,0.01200075],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008317296,"threshold_uncertainty_score":0.03131753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1760796062590189,"score_gpt":0.5068401384730755,"score_spread":0.3307605322140565,"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."}}