{"id":"W3144013940","doi":"10.29173/iasl7944","title":"Creating role models of reading - Through national, regional and local competitions","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Championship; Reading (process); Competition (biology); Set (abstract data type); Reading aloud; Computer science; Mathematics education; Political science; Advertising; Psychology; Business; 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":[0.007609336,0.0005968215,0.0003222795,0.0008692878,0.004219327,0.006912799,0.001817297,0.00133004,0.01473932],"category_scores_gemma":[0.008157271,0.0004218386,0.0005722301,0.0005264839,0.005012707,0.005678924,0.00566757,0.00187252,0.002710995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00430716,"about_ca_system_score_gemma":0.00455227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003320537,"about_ca_topic_score_gemma":0.0133744,"domain_scores_codex":[0.9925896,0.005414878,0.00009788703,0.0006613543,0.000659923,0.0005764266],"domain_scores_gemma":[0.9902053,0.003511473,0.0005397406,0.001120365,0.001120814,0.003502247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005451399,0.002617522,0.02071665,0.0003332189,0.0000424814,0.0009812574,0.1248529,0.004201367,0.007061719,0.711121,0.03875791,0.08876887],"study_design_scores_gemma":[0.0005828852,0.001420965,0.01546955,0.0004688495,0.0001104442,0.0009007041,0.1749663,0.03951132,0.008001915,0.1380109,0.6203064,0.0002498318],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4143727,0.0002630587,0.05978209,0.004975172,0.0003373918,0.0004352486,0.0001156682,0.0004956532,0.519223],"genre_scores_gemma":[0.932421,0.00009519471,0.02624377,0.0003268016,0.00002112999,0.0003150811,0.0001227078,0.0002169089,0.04023731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01473932,"threshold_uncertainty_score":0.04930788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06966359039433456,"score_gpt":0.3243055591883174,"score_spread":0.2546419687939829,"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."}}