{"id":"W3126749089","doi":"10.29173/iasl7641","title":"Promotion of On-Line Reading Competition of Tuku Vocational High School's Library in Taiwan","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competition (biology); Reading (process); Promotion (chess); Line (geometry); Vocational education; Literacy; Business; Pedagogy; Political science; Psychology","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":[0.000947156,0.0002614537,0.0002921133,0.001498968,0.001678017,0.001766056,0.0008890892,0.0006987287,0.0107307],"category_scores_gemma":[0.001347222,0.0001565533,0.0002758511,0.0009500934,0.0002825888,0.0007442665,0.001362143,0.0006496446,0.001103949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001338114,"about_ca_system_score_gemma":0.00480685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0164089,"about_ca_topic_score_gemma":0.04086556,"domain_scores_codex":[0.9991461,0.0001602079,0.00004236771,0.0001228912,0.0001909845,0.0003374768],"domain_scores_gemma":[0.9967134,0.0001555104,0.0002565905,0.00006579835,0.00046713,0.002341617],"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":[0.0009245506,0.006936088,0.7165094,0.0007676319,0.00009977112,0.006355671,0.01254152,0.0007334186,0.02842737,0.002715711,0.0211263,0.2028626],"study_design_scores_gemma":[0.00002977722,0.0007005974,0.9783569,0.00003979338,0.00001853745,0.0002224833,0.008410249,0.0009985482,0.001724486,0.0001186312,0.00934427,0.0000358523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9895909,0.0000775277,0.0001027537,0.0004005531,0.00002256932,0.00007572362,0.00006902352,0.00003859066,0.009622319],"genre_scores_gemma":[0.9896657,0.00006940744,0.0002412918,0.0001251489,0.00002554512,0.0000268497,0.0001995826,0.00001399623,0.009632346],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0164089,"threshold_uncertainty_score":0.03589779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02726465076884005,"score_gpt":0.2701900557319186,"score_spread":0.2429254049630785,"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."}}