{"id":"W3149851006","doi":"10.29173/iasl7846","title":"The Virtual Learning Commons","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":"Space (punctuation); Commons; World Wide Web; Download; Physical space; Computer science; Multimedia; Focus (optics); Mathematics education; Psychology; Political science; Geography","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":[0.001431402,0.0004188692,0.0003408819,0.001504998,0.00658355,0.01674831,0.001813417,0.002351873,0.1109125],"category_scores_gemma":[0.005594568,0.0002751193,0.0004718287,0.001305448,0.005883592,0.01409056,0.02097473,0.003295118,0.02142105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003240889,"about_ca_system_score_gemma":0.005618049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002271737,"about_ca_topic_score_gemma":0.004760052,"domain_scores_codex":[0.9975731,0.0007435625,0.00008245269,0.0003076588,0.0008063071,0.0004870409],"domain_scores_gemma":[0.9963342,0.0007022876,0.0001926839,0.0007355532,0.0002828529,0.001752456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003113408,0.00004977456,0.0004318235,0.0001223982,0.000008088734,0.0001889369,0.003639006,0.0002277061,0.0003068951,0.547512,0.3482732,0.09920887],"study_design_scores_gemma":[0.000002175257,0.000005322369,0.0001918902,0.00009212008,9.755277e-7,0.00007739841,0.0008451817,0.00004176438,0.00005417263,0.02915995,0.9695244,0.000004638584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005211059,0.005443412,0.007891204,0.01972923,0.004369756,0.0000668643,0.0004409532,0.0006602871,0.9561872],"genre_scores_gemma":[0.2519342,0.008009032,0.005953172,0.01786658,0.003936984,0.0003647673,0.001098893,0.0006959048,0.7101405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1109125,"threshold_uncertainty_score":0.3710392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580132832516048,"score_gpt":0.2560461015656608,"score_spread":0.2402447732405003,"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."}}