{"id":"W2979818285","doi":"10.29173/iasl7372","title":"School library as the active learning center of the school","year":2019,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Physical Education and Training Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Psychology; Physical activity; Life style; Style (visual arts); Medical education; Active learning (machine learning); Mathematics education; Mental health; Pedagogy; Applied psychology; Medicine; Computer science; Social psychology; Physical therapy; Visual arts","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001811184,0.0001449077,0.0002138743,0.00003585493,0.0005919813,0.0000339915,0.0004553772,0.0000888486,0.002098127],"category_scores_gemma":[0.0009616601,0.00007722586,0.00008076768,0.0002705624,0.0001566813,0.0005276678,0.0003521623,0.001218035,0.001391643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003043143,"about_ca_system_score_gemma":0.0006297188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004014975,"about_ca_topic_score_gemma":0.000001442984,"domain_scores_codex":[0.9988167,0.00007860829,0.0002739764,0.0002312562,0.000263543,0.0003359686],"domain_scores_gemma":[0.9987481,0.0002313465,0.0002865114,0.0001317351,0.000490482,0.0001117862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001215718,0.00009791866,0.645367,0.0001688529,0.00008077828,9.904803e-8,0.3072055,5.438371e-7,0.0004064731,0.01442736,0.03070536,0.001418506],"study_design_scores_gemma":[0.0005472751,0.0001025063,0.5503647,0.0004726088,0.00001784039,8.410283e-7,0.381704,0.00002922186,0.0003478604,0.003956434,0.06231718,0.0001395215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8590805,0.00001986663,8.234999e-7,0.01493435,0.0003567411,0.0005391763,0.00001396709,0.00007351925,0.1249811],"genre_scores_gemma":[0.9696324,0.00002263473,0.00001681458,0.004206313,0.0002113755,0.00008640495,0.00000284756,0.00001709587,0.02580408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1105519,"threshold_uncertainty_score":0.9993859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03510833022351949,"score_gpt":0.3676139160333216,"score_spread":0.3325055858098021,"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."}}