{"id":"W2480670147","doi":"","title":"Literacy and Complexity: On Using Technology within Emergent Learning Structures with Young Learners.","year":2016,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Literacy; Mathematics education; Psychology; Computer science; Sociology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004012063,0.0001148353,0.0001618049,0.0004692202,0.0004678821,0.0001441582,0.0002771058,0.0001000417,0.0001325324],"category_scores_gemma":[0.0001982458,0.00008401174,0.00002717829,0.0001463811,0.0008629865,0.000651325,0.00003310187,0.0002833586,0.000001856421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747443,"about_ca_system_score_gemma":0.0002967431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004728978,"about_ca_topic_score_gemma":0.0004295869,"domain_scores_codex":[0.9988748,0.0001664362,0.0003099905,0.0001776014,0.0003338148,0.0001373284],"domain_scores_gemma":[0.9985912,0.0000695588,0.0004446512,0.00009643949,0.0006829241,0.000115179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001221135,0.0001791762,0.08468132,0.000004567987,0.00005503119,0.00000116149,0.006392081,0.00001783667,0.001214931,0.8744938,0.00004660386,0.03279139],"study_design_scores_gemma":[0.001419761,0.001150873,0.1669579,0.0005858301,0.00007167873,0.0005949998,0.03882968,0.0008496825,0.003068329,0.771188,0.01473514,0.000548072],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806604,0.00005663641,0.004604234,0.01313078,0.0006445617,0.00009466183,0.000003540728,0.00003787111,0.0007672835],"genre_scores_gemma":[0.9913787,0.0001397114,0.007753747,0.000235406,0.0003165438,0.000002620372,0.000006674169,0.000007752639,0.0001588459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1033057,"threshold_uncertainty_score":0.3598618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07563387456367092,"score_gpt":0.3991906005557037,"score_spread":0.3235567259920328,"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."}}