{"id":"W2169203925","doi":"10.1002/jaal.314","title":"Studying New Literacies","year":2014,"lang":"en","type":"article","venue":"Journal of Adolescent & Adult Literacy","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":187,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Literacy; Pedagogy; Sociology; Psychology; Mathematics education; Literacy education","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":[0.002900867,0.0002568763,0.0002753613,0.002253903,0.002096387,0.00798188,0.0005254726,0.0009408954,0.006256556],"category_scores_gemma":[0.009695447,0.0002148808,0.0003051356,0.001179103,0.005926823,0.01355774,0.004905841,0.002440629,0.0006121388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620415,"about_ca_system_score_gemma":0.001197649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009770609,"about_ca_topic_score_gemma":0.001681621,"domain_scores_codex":[0.9982461,0.0009550019,0.00008613693,0.0002284167,0.0002502816,0.0002341123],"domain_scores_gemma":[0.9908228,0.005512895,0.001036575,0.001013207,0.000657199,0.0009573238],"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":[0.00005825109,0.0004273692,0.05446467,0.0004721248,0.00004890781,0.0005683055,0.340565,0.0001773323,0.002822218,0.4433387,0.00507493,0.1519822],"study_design_scores_gemma":[0.00003705029,0.0004409185,0.06796904,0.001370569,0.00007523273,0.001615138,0.340722,0.001012612,0.005424783,0.325457,0.2558067,0.00006893585],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7977694,0.003946426,0.007407202,0.00985331,0.0002295795,0.00006953464,0.0001392484,0.00004707584,0.1805382],"genre_scores_gemma":[0.9838294,0.002322292,0.00428358,0.0009155499,0.00008884207,0.00007736951,0.00007917588,0.00003154948,0.00837214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00798188,"threshold_uncertainty_score":0.02093023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285144577060732,"score_gpt":0.2585193092526543,"score_spread":0.2356678634820469,"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."}}