{"id":"W3037532184","doi":"10.20360/langandlit29514","title":"Becoming a (Re)Searcher: Negotiating Literacies and Uncertainty","year":2020,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Scholarship; Literacy; Negotiation; Narrative; Sociology; Pedagogy; Indigenous; Information literacy; Mathematics education; Psychology; Social science; Political science; Literature; 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":[0.02644171,0.0006417276,0.00104817,0.004171379,0.01645097,0.02528865,0.002963406,0.005696633,0.004438274],"category_scores_gemma":[0.05016717,0.0008687426,0.0008756841,0.001565021,0.07004488,0.03729188,0.03300638,0.007955455,0.0006730491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006083115,"about_ca_system_score_gemma":0.006952185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003821179,"about_ca_topic_score_gemma":0.002367944,"domain_scores_codex":[0.9708636,0.02025841,0.0007913603,0.002309577,0.003122821,0.002654251],"domain_scores_gemma":[0.9704663,0.02007214,0.00288017,0.001924981,0.001724042,0.002932359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003218793,0.00002807313,0.002692414,0.00008578384,0.00002556132,0.001084402,0.72588,0.0004300308,0.0003488846,0.2567129,0.0008823512,0.01179748],"study_design_scores_gemma":[0.00001367566,0.00006742916,0.0008254187,0.0004360645,0.00002783786,0.001092971,0.6056401,0.001586379,0.0004305911,0.3395261,0.05027581,0.00007757046],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6083722,0.005839609,0.09113116,0.06848018,0.0003909754,0.0002042347,0.00006432992,0.0001855898,0.2253317],"genre_scores_gemma":[0.993182,0.0004690973,0.002948137,0.0008367741,0.00003585452,0.00005994541,0.00001530131,0.00004590707,0.002406898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02644171,"threshold_uncertainty_score":0.1398388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03841342372201457,"score_gpt":0.2870574822914302,"score_spread":0.2486440585694157,"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."}}