{"id":"W1541742618","doi":"10.29173/iasl7750","title":"Personal, portable, multifunction-devices and school libraries","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Laptop; Mobile device; Multimedia; Computer science; Reading (process); Blended learning; Phone; Learning Management; Promotion (chess); Mobile phone; World Wide Web; Educational technology; Pedagogy; Psychology; Telecommunications","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":[0.0006728961,0.0002727209,0.000195174,0.001395558,0.001182874,0.00634167,0.0006268086,0.001639996,0.03092672],"category_scores_gemma":[0.00197147,0.0001718782,0.0002711774,0.001923699,0.001601645,0.006945009,0.00284178,0.0007203117,0.00659789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008128594,"about_ca_system_score_gemma":0.0009565942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284696,"about_ca_topic_score_gemma":0.002354947,"domain_scores_codex":[0.9991863,0.0002385771,0.00005945215,0.0001246732,0.0002756325,0.0001153811],"domain_scores_gemma":[0.9984131,0.0006457732,0.000309438,0.0001471217,0.0001779169,0.0003066174],"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":[0.0004170273,0.0003176194,0.01720922,0.001487543,0.00003041264,0.0008276022,0.003299061,0.0006802712,0.003048564,0.1459825,0.04319579,0.7835044],"study_design_scores_gemma":[0.00003381219,0.0004844894,0.03560413,0.0012694,0.00005933623,0.004049028,0.007527181,0.0007208243,0.003602613,0.05457089,0.891982,0.00009623399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1385777,0.09348233,0.02411178,0.02145289,0.001200158,0.0001151565,0.0005295987,0.002431197,0.7180991],"genre_scores_gemma":[0.6482422,0.02708813,0.01211433,0.003218799,0.0008763578,0.00009396734,0.000231435,0.0003152193,0.3078196],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03092672,"threshold_uncertainty_score":0.1034601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705514139999467,"score_gpt":0.2430622967060012,"score_spread":0.2260071553060066,"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."}}