{"id":"W3158786726","doi":"10.4000/educationdidactique.7996","title":"Antidualisms in maker literacies research: process, materialities, mappings","year":2021,"lang":"en","type":"article","venue":"Éducation & didactique","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"Mount Saint Vincent University","keywords":"Craft; Centrality; Sociology; Humanities; Epistemology; Art; Philosophy; Visual arts","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01872576,0.0006574594,0.0005895874,0.006026602,0.006054637,0.01688159,0.001397256,0.001716084,0.004185653],"category_scores_gemma":[0.02005684,0.0006025913,0.0004394674,0.004510707,0.05711967,0.0187073,0.009558298,0.0031488,0.0003275324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005510037,"about_ca_system_score_gemma":0.003445051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00359571,"about_ca_topic_score_gemma":0.00393574,"domain_scores_codex":[0.9896828,0.007805777,0.0002585078,0.000868428,0.0009520722,0.0004323754],"domain_scores_gemma":[0.9769722,0.01855572,0.001208493,0.002092555,0.0006609165,0.0005100137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000277237,0.00003024816,0.00249073,0.0001082258,0.000007927225,0.0001383582,0.165137,0.0001718604,0.0004009074,0.8176575,0.0002023355,0.01362725],"study_design_scores_gemma":[0.0000172302,0.00004814256,0.003271233,0.0003682894,0.0000152865,0.0003757366,0.1863942,0.001792351,0.001093208,0.7768028,0.0297934,0.00002805896],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5342668,0.006282333,0.2235864,0.01392504,0.0003191195,0.0002849659,0.0001374573,0.0001327752,0.221065],"genre_scores_gemma":[0.9810632,0.0006685291,0.01517069,0.0001642946,0.00002489308,0.0001287741,0.0000207126,0.00003658833,0.002722183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9939454,"threshold_uncertainty_score":0.0990324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598581034302319,"score_gpt":0.3691540688555618,"score_spread":0.2092959654253299,"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."}}