{"id":"W4298152202","doi":"10.3726/b20230","title":"Toward Renewal and Belonging","year":2022,"lang":"en","type":"book","venue":"Peter Lang Verlag eBooks","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Narrative; Visual arts; Studio; Poetry; Sociology; Embodied cognition; Miller; Curriculum; Aesthetics; Art; Pedagogy; Psychology; Literature; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001171908,0.0002324564,0.0001921563,0.0002967304,0.0003148569,0.0001314152,0.000238324,0.0000778448,0.0005812462],"category_scores_gemma":[0.0001236404,0.0002357599,0.00007883376,0.0000629834,0.0001631978,0.00006651854,0.0002082655,0.0004073473,0.00009791749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193448,"about_ca_system_score_gemma":0.0002459986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004040031,"about_ca_topic_score_gemma":0.000003241582,"domain_scores_codex":[0.9983394,0.00009586499,0.0001794323,0.0006926335,0.0004184108,0.0002742905],"domain_scores_gemma":[0.9993235,0.0001747204,0.0001280663,0.0002392587,0.00002482314,0.0001096102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004420522,0.0003320265,0.000404233,0.0009501352,0.00007065622,0.001825046,0.01160587,0.000006113814,0.3156494,0.3291341,0.1873943,0.1521861],"study_design_scores_gemma":[0.0002502174,0.0001246012,0.00008841107,0.00004443003,0.00003286227,0.0001753456,0.00004814678,0.00001696151,0.007526807,0.004058654,0.9872469,0.0003867073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003555219,0.00003560226,0.00003119208,0.00009408532,0.001879179,0.0002456671,0.00005826098,0.000170478,0.9939303],"genre_scores_gemma":[0.03875332,0.00001823822,0.00002389229,0.00335707,0.0003011588,0.00006050894,0.00001874218,0.00005001875,0.9574171],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7998526,"threshold_uncertainty_score":0.961401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04187967442279891,"score_gpt":0.258226879753641,"score_spread":0.2163472053308421,"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."}}