{"id":"W3148169098","doi":"10.29173/iasl8043","title":"13,000 Students of Ohio Tell Their Story","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Relation (database); Literacy; Information literacy; School library; Pedagogy; Library science; Sociology; Mathematics education; Psychology; Political science; Computer science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007526159,0.0004010746,0.0003739129,0.001280059,0.006498495,0.002378368,0.0004710724,0.001564314,0.009992138],"category_scores_gemma":[0.004246071,0.000370387,0.0002581538,0.002390818,0.001031011,0.00233537,0.002208064,0.001652127,0.001896625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318735,"about_ca_system_score_gemma":0.000784872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006988415,"about_ca_topic_score_gemma":0.04045441,"domain_scores_codex":[0.9992082,0.000279828,0.00007399772,0.00008869105,0.0002097225,0.000139648],"domain_scores_gemma":[0.9969055,0.001107497,0.0008441129,0.0001122942,0.0003185658,0.00071196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001620758,0.0002219399,0.2520679,0.0003068484,0.00006108648,0.004299197,0.5618569,0.0001164183,0.001510367,0.001708655,0.09419449,0.08349416],"study_design_scores_gemma":[0.000005519001,0.0001311223,0.09906161,0.000121395,0.00003137438,0.002159841,0.6155428,0.0001273498,0.0007972041,0.0005295241,0.2814549,0.00003742495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9663535,0.001393583,0.0003975128,0.007867655,0.0002143599,0.00006449018,0.001978657,0.00006035508,0.02166986],"genre_scores_gemma":[0.957824,0.002503974,0.0009552855,0.003409287,0.0001554693,0.0001106611,0.001507788,0.00006550031,0.03346791],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009992138,"threshold_uncertainty_score":0.03342706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477952348577364,"score_gpt":0.2945920788313696,"score_spread":0.2698125553455959,"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."}}