{"id":"W4413894023","doi":"10.1108/978-1-83708-974-120251016","title":"Leading the Dialogical Co-Zone of Proximal Development: Studying the Movement of Twice-Exceptionality in Children From a Catalytic Methodology","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Social Representations and Identity","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université du Québec en Outaouais","funders":"","keywords":"Dialogical self; Movement (music); Psychology; Political science; Social psychology; Philosophy; Aesthetics","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":[0.00161126,0.0004280524,0.0004331752,0.0009648826,0.002818316,0.004143681,0.0007019399,0.0007552081,0.002315014],"category_scores_gemma":[0.001558578,0.0002566834,0.0002740131,0.0007866042,0.009458016,0.003037633,0.003009651,0.002416587,0.0003636525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002293179,"about_ca_system_score_gemma":0.0016029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003145097,"about_ca_topic_score_gemma":0.006369024,"domain_scores_codex":[0.999079,0.0005605749,0.00002008449,0.0001059848,0.0001179829,0.0001162508],"domain_scores_gemma":[0.9991554,0.000585935,0.0000780283,0.00004967559,0.00004333765,0.00008766785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000242542,0.0001079024,0.008195201,0.0002666694,0.000008562612,0.001454493,0.7111758,0.0002683736,0.003030999,0.2406242,0.003098425,0.03174505],"study_design_scores_gemma":[0.00001058858,0.000165248,0.03490101,0.0008732406,0.00002808416,0.003394433,0.6477948,0.0006754767,0.003946117,0.06844972,0.2397059,0.00005528615],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7576764,0.006171839,0.01671322,0.003478613,0.00009936801,0.0001403809,0.0001409509,0.00008084589,0.2154984],"genre_scores_gemma":[0.9742752,0.002533167,0.007483774,0.0003416104,0.00001538566,0.0001726938,0.0000525104,0.00004005164,0.01508568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004143681,"threshold_uncertainty_score":0.01663828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1473659855051154,"score_gpt":0.4017536633583021,"score_spread":0.2543876778531867,"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."}}