{"id":"W1855680945","doi":"10.29173/cmplct23172","title":"Multiple Possibilities: The Multi-literate Lives of Three Children","year":2015,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Sign (mathematics); Meaning (existential); Reading (process); Literacy; Semiotics; Construct (python library); Ethnography; Multimodality; Meaning-making; Identity (music); Dance; Linguistics; Sociology; Psychology; Computer science; Pedagogy; Aesthetics; Visual arts; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004233109,0.001063428,0.001567545,0.002975004,0.01640723,0.01343418,0.001928297,0.003394578,0.004283873],"category_scores_gemma":[0.009686903,0.001062093,0.001048296,0.001521751,0.01680876,0.006875102,0.01525669,0.006062609,0.0006421902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005343028,"about_ca_system_score_gemma":0.003198605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01931811,"about_ca_topic_score_gemma":0.02792928,"domain_scores_codex":[0.9935771,0.002814086,0.0002732564,0.0007206726,0.0008819724,0.001733074],"domain_scores_gemma":[0.995074,0.002129194,0.0005895423,0.0003438162,0.0004221462,0.001441308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003629289,0.00007383117,0.006117196,0.0000497921,0.000007932566,0.002665771,0.983826,0.00002975094,0.0008471275,0.002027612,0.0002300579,0.004088721],"study_design_scores_gemma":[0.000008430619,0.0001580662,0.006415589,0.0001100427,0.00002551108,0.004056657,0.9695913,0.00008633028,0.0004738413,0.001269119,0.01771683,0.00008837021],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907567,0.0005624246,0.0007668092,0.0009802309,0.00002627255,0.00005668363,0.00004804322,0.00003071721,0.006772332],"genre_scores_gemma":[0.9950112,0.0004536562,0.0009405153,0.0003961202,0.000008394409,0.00008528802,0.0000422626,0.00002729283,0.003035334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01931811,"threshold_uncertainty_score":0.03876662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1560319981296891,"score_gpt":0.3279094300269473,"score_spread":0.1718774318972582,"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."}}