{"id":"W4292348706","doi":"10.20360/langandlit29587","title":"Composing meaning through multiliteracies and multimodality with adolescent and adult learners","year":2022,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Multimodality; Semiotics; Social semiotics; Meaning (existential); Meaning-making; Sociology; Creativity; Dance; Literacy; Pedagogy; Social constructivism; Linguistics; Psychology; Visual arts; Art; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001183582,0.000151399,0.000162988,0.00005535216,0.0006820606,0.0004462151,0.00004421423,0.00001594954,0.0002404895],"category_scores_gemma":[0.00002033743,0.0001201176,0.00001942617,0.00003373942,0.0001690639,0.0006949196,0.00008021112,0.0002027587,0.000001200265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001887888,"about_ca_system_score_gemma":0.00001344978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001726119,"about_ca_topic_score_gemma":0.0001371481,"domain_scores_codex":[0.9991143,0.00008981516,0.0001710073,0.0002763511,0.0001508213,0.0001977546],"domain_scores_gemma":[0.9995754,0.00008720496,0.00007381893,0.0001329046,0.00006055552,0.00007008814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007295543,0.00006795654,0.01253333,0.0001520485,0.00001688309,0.00001921286,0.967096,0.000002086722,0.00004052048,0.002024123,0.0001019282,0.01787295],"study_design_scores_gemma":[0.001367229,0.0002072167,0.009193068,0.0001999829,0.0000620307,0.00008357396,0.9293784,0.001484313,0.00007836872,0.0003405446,0.05718285,0.0004223865],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950392,0.00310487,0.00001497456,0.0003486407,0.0001854489,0.0001597544,0.00004520293,0.00005182147,0.00105012],"genre_scores_gemma":[0.9963653,0.00006479375,0.0006364282,0.001501253,0.0003126143,0.00002366735,0.00009709889,0.00001667951,0.0009821587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05708092,"threshold_uncertainty_score":0.5245928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510462884402887,"score_gpt":0.2564595429178786,"score_spread":0.2413549140738498,"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."}}