{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006786997,0.00006172567,0.00009690205,0.0003743628,0.00004522378,0.000004931767,0.0002288754,0.00009070411,0.000008287887],"category_scores_gemma":[0.00000745446,0.00005895911,0.00001299408,0.0004787014,0.0001283965,0.0001504214,0.00003868494,0.00008359311,0.000004030882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001183979,"about_ca_system_score_gemma":0.0001124129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.567768e-7,"about_ca_topic_score_gemma":0.000007086872,"domain_scores_codex":[0.9993724,0.000003080542,0.0001994258,0.0002705318,0.00004083627,0.0001137829],"domain_scores_gemma":[0.9995882,0.0001418831,0.00004181471,0.0001726229,0.00003975855,0.00001573252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002407668,0.00004351102,0.0008977441,0.00002359629,0.000004537812,4.434831e-7,0.0001873526,0.000002168644,0.0002683075,0.7570845,0.0001361456,0.2413493],"study_design_scores_gemma":[0.0001026747,0.00002382318,0.0063034,0.00002381871,0.000001458667,0.00004388599,0.00007135923,0.0001513008,0.0003678602,0.6058047,0.387043,0.00006272389],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2311537,0.02504753,0.7260296,0.01285138,0.00123147,0.0005049065,0.000006776037,0.0001311653,0.003043467],"genre_scores_gemma":[0.7691249,0.0005355842,0.2296175,0.0002141059,0.00002070199,0.0004225138,0.000007654711,0.000003242627,0.00005374946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5379713,"threshold_uncertainty_score":0.2404283,"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."}}