{"id":"W2979738691","doi":"10.29173/iasl7218","title":"Inquiry-Based Learning for the Digital Age with School Libraries as Learning Environments","year":2016,"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":"Digital learning; Mathematics education; Computer science; Psychology; Multimedia","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":[],"consensus_categories":[],"category_scores_codex":[0.0003317482,0.0001916096,0.0001548167,0.00007022221,0.00033705,0.0009268513,0.0007545475,0.00006434609,0.00003224164],"category_scores_gemma":[0.001612523,0.0001022493,0.00005033362,0.0001700661,0.0002574855,0.001754256,0.0001685904,0.0002372385,0.00006856285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003409648,"about_ca_system_score_gemma":0.0003346611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004112244,"about_ca_topic_score_gemma":2.753642e-7,"domain_scores_codex":[0.998643,0.00001750019,0.0001757734,0.0004360352,0.0003610579,0.0003666163],"domain_scores_gemma":[0.9987167,0.0006266045,0.0001590499,0.0001333485,0.0001732965,0.0001910287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003844476,0.0002664781,0.1068828,0.0001221924,0.0001490213,0.00001354384,0.155097,0.0000839151,0.004536945,0.1222121,0.002496197,0.6077553],"study_design_scores_gemma":[0.003126481,0.003185652,0.03974962,0.0007119339,0.00006624457,0.00004794451,0.05273238,0.004210499,0.0151851,0.02752283,0.8520551,0.001406254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3924036,0.00006817179,0.5979556,0.007837169,0.000232463,0.0004733384,0.00000433004,0.0001983084,0.0008270462],"genre_scores_gemma":[0.948944,0.00001688868,0.04626926,0.0003799768,0.0001991946,0.0001850105,0.000003020734,0.00001825202,0.003984377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8495589,"threshold_uncertainty_score":0.8937648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03722844392739006,"score_gpt":0.2800725534209018,"score_spread":0.2428441094935117,"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."}}