{"id":"W4396935412","doi":"10.1111/mbe.12414","title":"Dispelling Educational Neuromyths: A Review of In‐Service Teacher Professional Development Interventions","year":2024,"lang":"en","type":"review","venue":"Mind Brain and Education","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Canada Foundation for Innovation","keywords":"Psychological intervention; Professional development; Service (business); Medical education; Psychology; Pedagogy; Medicine; Nursing; Business","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005160558,0.0002912806,0.0005325081,0.0005659271,0.0001115957,0.00006238728,0.0002298694,0.0001036928,0.0005728352],"category_scores_gemma":[0.0009939999,0.0002386818,0.000189184,0.001351771,0.00008013783,0.0002339264,0.00009041591,0.0004139126,0.0002516769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253673,"about_ca_system_score_gemma":0.003126197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005016163,"about_ca_topic_score_gemma":0.000007126111,"domain_scores_codex":[0.9975113,0.0003770706,0.0009006164,0.0007103584,0.0002971902,0.0002034626],"domain_scores_gemma":[0.9988407,0.0003564534,0.0003940469,0.0002027121,0.0001024251,0.0001036209],"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":[0.000001689769,0.0008405024,0.000008085727,0.1049739,0.000005084547,5.401362e-7,0.0004063411,2.372134e-8,0.00003005316,0.0006256049,0.01017795,0.8829302],"study_design_scores_gemma":[0.00003762101,0.00001500797,0.0001220568,0.1584988,0.0001196112,0.00005205034,0.00009960075,0.000003750253,0.00002730331,0.0001528689,0.8406749,0.000196435],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000562774,0.9883114,0.000008122763,0.004211992,0.004360534,0.001042802,0.00001671919,0.00001263894,0.001472995],"genre_scores_gemma":[0.00006562303,0.96885,0.00008195292,0.002686712,0.0002183845,0.0005379634,0.000146869,0.00002995114,0.0273826],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8827338,"threshold_uncertainty_score":0.9733163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1263326888122082,"score_gpt":0.4253387632457239,"score_spread":0.2990060744335158,"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."}}