{"id":"W4386252352","doi":"10.1177/14614448231192966","title":"Finding a rhythm: The mediality of researching digital skill as process","year":2023,"lang":"en","type":"article","venue":"New Media & Society","topic":"Digital literacy in education","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Rhythm; Process (computing); Psychology; Cognitive psychology; Aesthetics; Sociology; Computer science; Art","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0008460196,0.0001130863,0.0001419202,0.00004178916,0.0001347466,0.0004360979,0.001077336,0.00005665755,0.000008497993],"category_scores_gemma":[0.001658995,0.00008301953,0.0001451229,0.00134942,0.0001328184,0.001541127,0.0003546792,0.0002503333,0.0001301038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006300015,"about_ca_system_score_gemma":0.0005705624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003408971,"about_ca_topic_score_gemma":0.000006443479,"domain_scores_codex":[0.9981169,0.00004212323,0.0002705408,0.0003184031,0.0008828481,0.0003691621],"domain_scores_gemma":[0.997839,0.001208503,0.0001236248,0.0005369088,0.0001362583,0.0001557377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008321016,0.0001407468,0.002645544,0.0001466888,0.00006967475,0.000008728162,0.6303802,0.00007858728,0.0003221118,0.02140816,0.08949824,0.255293],"study_design_scores_gemma":[0.002284291,0.0003199819,0.1164309,0.0007103774,0.00004736258,0.0001154607,0.06075346,0.03967567,0.01126948,0.6701218,0.09671242,0.001558833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754199,0.00009141459,0.003467332,0.01107845,0.001503145,0.0003329637,0.00002171751,0.0003591889,0.007725912],"genre_scores_gemma":[0.997152,0.00002798198,0.001354707,0.0002927924,0.00045379,0.00002221703,0.00002714277,0.00001229291,0.0006570827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6487136,"threshold_uncertainty_score":0.4205302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04158463660384636,"score_gpt":0.3502951563234687,"score_spread":0.3087105197196223,"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."}}