{"id":"W4392307591","doi":"10.23977/aetp.2024.080124","title":"Development of a Comprehensive Platform for Campus Sports","year":2024,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Mobile and Web Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001885301,0.0009254131,0.0005247049,0.001732387,0.001138257,0.002378397,0.001845882,0.001046423,0.02611708],"category_scores_gemma":[0.003804764,0.0005144576,0.0008605369,0.0008761516,0.0003432796,0.004648983,0.004773861,0.001701296,0.01978246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003997619,"about_ca_system_score_gemma":0.002460224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001477389,"about_ca_topic_score_gemma":0.001470369,"domain_scores_codex":[0.998723,0.0002090278,0.0001084761,0.00023284,0.0004890924,0.0002375929],"domain_scores_gemma":[0.9963528,0.0002350296,0.0001195778,0.0004564143,0.001270051,0.001566131],"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":[0.0007269817,0.002127471,0.01029501,0.000902215,0.00007458043,0.0008209462,0.001435209,0.002480722,0.04848345,0.0139664,0.1520371,0.7666499],"study_design_scores_gemma":[0.0003522377,0.001988027,0.02831382,0.0005710835,0.0001765171,0.001084647,0.001335076,0.03707677,0.03312791,0.009088411,0.8865188,0.0003667175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.133197,0.0008196745,0.5833502,0.003875169,0.00332079,0.01002841,0.004817706,0.09299106,0.1675999],"genre_scores_gemma":[0.2621882,0.001137177,0.5110899,0.001755652,0.001058499,0.006983285,0.01705108,0.005862673,0.1928736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02611708,"threshold_uncertainty_score":0.08737034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726288641532743,"score_gpt":0.3554638586825204,"score_spread":0.338200972267193,"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."}}