{"id":"W4407037588","doi":"10.5130/ijcre.v18i1.9204","title":"Reflections on multimodality: Making the most of Kairotic moments","year":2025,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Concordia University; University of Regina","funders":"","keywords":"Multimodality; Temporality; Set (abstract data type); Action (physics); Psychology; Sociology; Process (computing); Nature versus nurture; Embodied cognition; Extant taxon; Gesture; Dementia; Epistemology; Aesthetics; Cognitive science; Computer science; World Wide Web","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":[0.01393837,0.00113311,0.0007173141,0.002019562,0.01874406,0.0133285,0.00237419,0.003745657,0.00492498],"category_scores_gemma":[0.0327303,0.0006738286,0.0008856264,0.001074875,0.0345668,0.01412289,0.01710454,0.007858695,0.0008819796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004080093,"about_ca_system_score_gemma":0.002560244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001975447,"about_ca_topic_score_gemma":0.003666926,"domain_scores_codex":[0.9803931,0.01579879,0.00035894,0.0007661571,0.001300937,0.001382099],"domain_scores_gemma":[0.986086,0.008961292,0.00103901,0.0011891,0.001014522,0.001709988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003615391,0.00002185647,0.0003323,0.000113603,0.000005049277,0.000963126,0.967042,0.00005332608,0.0008815359,0.02359087,0.001594493,0.005365671],"study_design_scores_gemma":[0.000007042042,0.00003936285,0.0005864019,0.0003250113,0.000008593338,0.0007796205,0.89489,0.00009239819,0.0007207053,0.009514454,0.09299795,0.00003860313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6327202,0.006099079,0.04936956,0.06920001,0.003640061,0.0007126313,0.0002531474,0.0005855788,0.2374197],"genre_scores_gemma":[0.9801919,0.001124909,0.005398291,0.00200115,0.0003124313,0.0002205331,0.00004060138,0.0002131578,0.01049692],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01874406,"threshold_uncertainty_score":0.07371402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5235015950626245,"score_gpt":0.6256994173569888,"score_spread":0.1021978222943642,"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."}}