{"id":"W3148273692","doi":"10.29173/iasl7800","title":"School Library Learning Environment Assessment in International Schools","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School library; Learning environment; International school; Perception; Mathematics education; Psychology; Psychosocial; Process (computing); Pedagogy; Medical education; Computer science; Library science; Medicine","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":[0.004319777,0.0003343216,0.0006203676,0.003460601,0.001589296,0.002909528,0.000516334,0.0003434432,0.004591396],"category_scores_gemma":[0.008176123,0.0002969664,0.0004961738,0.003122736,0.0008092888,0.00210548,0.003765106,0.0009226276,0.001276368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002351673,"about_ca_system_score_gemma":0.00211117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004676129,"about_ca_topic_score_gemma":0.01195566,"domain_scores_codex":[0.9969113,0.001176743,0.0003061862,0.0003746251,0.000669568,0.0005616606],"domain_scores_gemma":[0.9926469,0.00104421,0.001681903,0.0005040742,0.002194249,0.001928669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006646416,0.002887517,0.8212699,0.0002519721,0.00003995859,0.0004657751,0.04079526,0.000661266,0.003460957,0.001206684,0.002168864,0.1261273],"study_design_scores_gemma":[0.00004243521,0.001911129,0.9382344,0.000117595,0.00005334459,0.0002513279,0.03677836,0.0004459539,0.009746088,0.0004625547,0.01190472,0.00005196535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942782,0.00008002295,0.0003643281,0.00005624934,0.000003844822,0.00003341167,0.00005321926,0.00006292861,0.005067798],"genre_scores_gemma":[0.9966074,0.00007141325,0.0006609918,0.00002082333,0.000002580202,0.00003361675,0.00009601303,0.00001217749,0.002494888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004676129,"threshold_uncertainty_score":0.02284539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749932587697223,"score_gpt":0.3057043213644868,"score_spread":0.2882049954875145,"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."}}