{"id":"W1521396078","doi":"","title":"The Role of Mental Imagery in Imaginative and Ecological Teaching","year":2014,"lang":"en","type":"article","venue":"","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mental image; Psychology; Pedagogy; Content (measure theory); Sociology; Cognition","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":[],"consensus_categories":[],"category_scores_codex":[0.0003108436,0.000040645,0.00004406826,0.00003734396,0.0001668404,0.00003313227,0.00007253329,0.000009073809,0.0000243512],"category_scores_gemma":[0.001037595,0.00002479901,0.00001093735,0.00008597263,0.0002752708,0.0001312896,0.0000398187,0.00009406017,0.000007174105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009662606,"about_ca_system_score_gemma":0.00001058678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008402932,"about_ca_topic_score_gemma":0.000005026496,"domain_scores_codex":[0.9993584,0.0002058189,0.00008494352,0.000160841,0.00009347522,0.00009659158],"domain_scores_gemma":[0.999361,0.0005179592,0.0000353335,0.00005109866,0.00001146643,0.00002310256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001208654,0.0001210135,0.009806862,7.831127e-7,1.761412e-7,2.613586e-7,0.0003335539,2.682566e-7,0.8580535,0.06296769,0.00007995608,0.06862386],"study_design_scores_gemma":[0.0003217711,0.0001764628,0.2199822,0.000005520282,0.000001706522,0.00001371752,0.002347506,0.005308928,0.7380956,0.0189291,0.01471618,0.0001012996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8981122,0.000005014712,0.00009773566,0.0007923584,0.0001646769,0.00008307952,6.903992e-7,0.00001197215,0.1007322],"genre_scores_gemma":[0.9985795,0.0000102178,0.00003168051,0.0007314745,0.00001157796,0.000007974611,1.081595e-7,0.000001809615,0.0006256375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2101753,"threshold_uncertainty_score":0.1283218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320199808984386,"score_gpt":0.2776968816238922,"score_spread":0.2644948835340483,"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."}}