{"id":"W4403529663","doi":"10.21900/j.alise.2024.1666","title":"Re-envisioning Search Education through a Critical Information Literacy Lens","year":2024,"lang":"en","type":"article","venue":"Proceedings of the ALISE Annual Conference","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Information literacy; Critical literacy; Lens (geology); Sociology; Pedagogy; Optics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002605182,0.0001216523,0.000118625,0.0001065287,0.0002627063,0.001229703,0.0002900423,0.00004459787,0.0005731307],"category_scores_gemma":[0.0004275999,0.00008513901,0.00007015945,0.000115749,0.0002309151,0.007370693,0.00008851639,0.0002250213,0.00009139738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003742323,"about_ca_system_score_gemma":0.0003020145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002244631,"about_ca_topic_score_gemma":0.000004844698,"domain_scores_codex":[0.9989958,0.000011344,0.0003148877,0.0001585232,0.0003179945,0.0002014468],"domain_scores_gemma":[0.9980358,0.0001232044,0.00006710842,0.00009973476,0.001629472,0.00004465704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001278577,0.00003653222,0.00007599541,0.0004014413,0.000008342864,4.729515e-8,0.7091068,1.827053e-7,0.0000316332,0.2718513,0.01293532,0.005539621],"study_design_scores_gemma":[0.00009755181,0.000110428,0.0004274375,0.001823616,0.00006934055,0.000006224818,0.6065292,0.0007013672,0.002515218,0.0387124,0.3487484,0.0002588347],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9072681,0.000559165,0.00004011689,0.01333777,0.003180102,0.0003118211,0.00009771872,0.0001224786,0.0750827],"genre_scores_gemma":[0.9961388,0.00006079849,0.0002033007,0.0009715143,0.000842001,0.00002014891,0.00001791003,0.000009889691,0.001735647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.335813,"threshold_uncertainty_score":0.9998071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04309990859708072,"score_gpt":0.3217363519902355,"score_spread":0.2786364433931547,"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."}}