{"id":"W4210514650","doi":"10.1007/978-3-030-90792-1_4","title":"Mechanisms of Propagation and Factors Contributing to Beliefs in Neuromyths","year":2022,"lang":"en","type":"book-chapter","venue":"Monographs in the psychology of education","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Learning styles; Jargon; Psychology; Enthusiasm; Style (visual arts); Face (sociological concept); Experiential learning; Mathematics education; Pedagogy; Social psychology; Sociology; Social science","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":[0.000948226,0.0003579146,0.0002237408,0.0006989451,0.0003614867,0.003008745,0.0006378723,0.0008662777,0.006611765],"category_scores_gemma":[0.008892595,0.0004176307,0.0003050952,0.0005868655,0.001516389,0.001586053,0.0006678756,0.00161659,0.0007361037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005475507,"about_ca_system_score_gemma":0.0006375229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310238,"about_ca_topic_score_gemma":0.001116215,"domain_scores_codex":[0.9996774,0.00008751121,0.0000153318,0.00005426212,0.0001207795,0.00004474535],"domain_scores_gemma":[0.9956574,0.003127689,0.0004569526,0.0002074451,0.0003634704,0.0001870769],"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":[0.001261573,0.0008967093,0.0739188,0.0007460331,0.0002567855,0.003069098,0.01599989,0.005185835,0.09998403,0.4353362,0.005273791,0.3580712],"study_design_scores_gemma":[0.0002180181,0.0006963976,0.3587677,0.0008296215,0.0003258976,0.003554319,0.006518854,0.02008204,0.02809714,0.5594323,0.02125563,0.0002221289],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6742312,0.01252587,0.1135572,0.005522139,0.000376817,0.0002596195,0.0005715823,0.0003471861,0.1926085],"genre_scores_gemma":[0.9553483,0.005428242,0.01801867,0.000377743,0.0002470695,0.0001338547,0.0001879321,0.0001019503,0.02015629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006611765,"threshold_uncertainty_score":0.02211857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04413161561407613,"score_gpt":0.321462846109354,"score_spread":0.2773312304952779,"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."}}