{"id":"W4410707097","doi":"10.55041/ijsrem48585","title":"Collaborative Real-Time Project Management System for Efficient Team Coordination","year":2025,"lang":"en","type":"article","venue":"INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Process management; Computer science; Engineering management; Knowledge management; Business; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002906218,0.0006274356,0.0005276556,0.001550501,0.001163961,0.002412308,0.001442992,0.000930469,0.007659953],"category_scores_gemma":[0.003889539,0.0004320594,0.0004014535,0.0009828209,0.0002412413,0.002032616,0.002489282,0.0006858145,0.002977898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006478432,"about_ca_system_score_gemma":0.00171658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002140275,"about_ca_topic_score_gemma":0.001454992,"domain_scores_codex":[0.9981864,0.0004663547,0.000193928,0.000417815,0.000529039,0.0002063589],"domain_scores_gemma":[0.9971128,0.0004880013,0.0004107702,0.0008156016,0.000632703,0.0005401491],"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":[0.00225413,0.001500812,0.01090563,0.0004731627,0.0001896516,0.001180816,0.002251835,0.03550237,0.047497,0.01623191,0.08038336,0.8016293],"study_design_scores_gemma":[0.001021587,0.0009987071,0.01170065,0.0002002104,0.0001943604,0.0009667707,0.000675387,0.7746661,0.04723441,0.01039544,0.1516715,0.0002750025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09860727,0.000459233,0.7948753,0.0005750352,0.0003166516,0.001026256,0.0009063119,0.08469133,0.01854252],"genre_scores_gemma":[0.6475225,0.0002133203,0.3361523,0.0002037843,0.0001433833,0.001066853,0.001739281,0.0006780924,0.01228051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007659953,"threshold_uncertainty_score":0.02562505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166303457390003,"score_gpt":0.3112885319137137,"score_spread":0.2946581861747134,"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."}}