{"id":"W4311236699","doi":"10.21083/partnership.v17i2.6808","title":"Early Literacy Learning for Future Library Paraprofessionals: Authentic Learning in Library Education","year":2022,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Information literacy; Literacy; Class (philosophy); Psychology; Mathematics education; Pedagogy; Medical education; Institution; Emergent literacy; Sociology; Medicine; Computer 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":[0.003471439,0.0003181409,0.0002778449,0.0008806671,0.009349149,0.008493596,0.001232679,0.001955811,0.004974911],"category_scores_gemma":[0.007010643,0.0002584683,0.000334689,0.0006477531,0.007417738,0.004129481,0.01154727,0.002719998,0.00104926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004130644,"about_ca_system_score_gemma":0.01307005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009778218,"about_ca_topic_score_gemma":0.03443608,"domain_scores_codex":[0.9954788,0.00264229,0.0001086212,0.0001979068,0.0006202133,0.0009522564],"domain_scores_gemma":[0.9937382,0.001768015,0.0005796343,0.0003600012,0.0007888086,0.002765288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006832115,0.0008864814,0.02058749,0.0005924153,0.00001198819,0.004280133,0.7223439,0.0001610397,0.00267349,0.022663,0.008970748,0.2167611],"study_design_scores_gemma":[0.00002525701,0.0004266627,0.01405177,0.0008739231,0.00001515098,0.006565788,0.7957943,0.0003575295,0.001672614,0.01431055,0.1658434,0.00006308556],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8085208,0.003049828,0.02245688,0.01993127,0.0002673634,0.0003539955,0.00003229294,0.000190797,0.1451968],"genre_scores_gemma":[0.9778457,0.001199589,0.007425717,0.002217826,0.00005350191,0.0000751879,0.00002479268,0.0000252406,0.01113247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009778218,"threshold_uncertainty_score":0.02997005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03821441878215701,"score_gpt":0.3752435471922812,"score_spread":0.3370291284101242,"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."}}