{"id":"W120408556","doi":"10.29173/iasl7670","title":"Academic Achievement and/or Educational Attainment - The Role of Teacher Librarians in Students' Future","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Education and Vocational Training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portuguese; Mathematics education; Reflection (computer programming); Relation (database); Student achievement; Pedagogy; Educational research; Work (physics); Data collection; Qualitative research; Educational attainment; Academic achievement; Psychology; Sociology; Political science; Computer science; Engineering; Social science","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":[0.004297673,0.0001247693,0.0003480446,0.002911292,0.003197226,0.007345392,0.0005824604,0.00060471,0.006404103],"category_scores_gemma":[0.01248628,0.0001694484,0.0003003789,0.002026893,0.002586316,0.003852987,0.004161187,0.00103904,0.0009396014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001545017,"about_ca_system_score_gemma":0.002975798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007282139,"about_ca_topic_score_gemma":0.007932363,"domain_scores_codex":[0.9966998,0.001464772,0.0003108859,0.0002407188,0.0006855762,0.0005982468],"domain_scores_gemma":[0.9882258,0.003802753,0.002886108,0.0003585446,0.001703439,0.003023316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001123087,0.0005261164,0.6228792,0.0002514585,0.00002630533,0.0009298594,0.2762679,0.00008283836,0.0003929309,0.0135806,0.003152329,0.08179809],"study_design_scores_gemma":[0.000008362989,0.0001718236,0.4750741,0.0002439951,0.00003466459,0.0006121302,0.4870729,0.0001536441,0.000511836,0.002785197,0.03329014,0.00004105532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595786,0.0009835181,0.0002157681,0.00328122,0.00002178505,0.000009933852,0.00007220621,0.00001536663,0.0358218],"genre_scores_gemma":[0.9974768,0.0001874708,0.00006731124,0.00006111867,0.00000913322,0.000004228206,0.00002195344,0.000003238436,0.002168789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007345392,"threshold_uncertainty_score":0.02272856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04081426247599694,"score_gpt":0.3665195954569098,"score_spread":0.3257053329809129,"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."}}