{"id":"W3145649896","doi":"10.29173/iasl7698","title":"Reaching for the Top","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Social justice; Literacy; Pedagogy; Principal (computer security); Sociology; Equity (law); School library; Information literacy; Educational equity; Order (exchange); Public relations; Political science; Library science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002564041,0.0007179692,0.0005212645,0.001393727,0.01733942,0.01434515,0.00154685,0.003864208,0.171078],"category_scores_gemma":[0.009634125,0.0003554315,0.0006493689,0.0008238401,0.004568011,0.01063581,0.01555414,0.006562946,0.06024125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002979957,"about_ca_system_score_gemma":0.01034502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0166139,"about_ca_topic_score_gemma":0.03071616,"domain_scores_codex":[0.9958444,0.0007365327,0.00008371459,0.0006542313,0.0009988027,0.001682213],"domain_scores_gemma":[0.9936766,0.0004704255,0.0002951073,0.0003931322,0.001405763,0.003759067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004866601,0.000145403,0.007922847,0.0002996112,0.00003415869,0.001168631,0.06622697,0.0001174582,0.001279945,0.1195476,0.6234495,0.1797592],"study_design_scores_gemma":[0.000004106097,0.00003141537,0.001193481,0.0002333073,0.00001024361,0.0001778122,0.03913637,0.00003742398,0.0002112231,0.009510137,0.9494398,0.0000147396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02895041,0.002079954,0.00772436,0.1084902,0.005536479,0.0001844678,0.0003404782,0.0008760141,0.8458177],"genre_scores_gemma":[0.3273703,0.002809518,0.006204965,0.05755426,0.001342438,0.0001635258,0.0005042797,0.001022069,0.6030287],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.171078,"threshold_uncertainty_score":0.5723131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05478983646351143,"score_gpt":0.272090385586011,"score_spread":0.2173005491224996,"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."}}