{"id":"W4403994756","doi":"10.62477/jkmp.v24i4.458","title":"Early Planning, Collaboration and the Role of Social Media: A Model for Future Event Success and Lessons Learned from Eclipse 2024","year":2024,"lang":"en","type":"article","venue":"Journal of Knowledge Management and Practice","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eclipse; Event (particle physics); Social media; Computer science; Process management; Engineering; World Wide Web; Astronomy","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":[0.001979539,0.00008157566,0.0001785183,0.0001159879,0.0003412713,0.0002510282,0.000134074,0.0001022666,0.0000079571],"category_scores_gemma":[0.000539433,0.00005905358,0.00004036214,0.0001877453,0.0002362131,0.0006133176,0.00007962424,0.0002292245,9.654511e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003252691,"about_ca_system_score_gemma":0.00007850237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000174904,"about_ca_topic_score_gemma":0.0001497813,"domain_scores_codex":[0.9990894,0.000235209,0.0002259527,0.0001144304,0.000212775,0.0001222955],"domain_scores_gemma":[0.9986574,0.0008027733,0.000275197,0.00004930512,0.000166696,0.00004863231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003137727,0.0002501647,0.00117734,0.0002895175,0.001056034,0.00003630917,0.3677618,0.00001701893,0.00005010019,0.3323608,0.03480189,0.2590612],"study_design_scores_gemma":[0.004470057,0.0001697504,0.005273726,0.0003871012,0.001926836,0.00001367389,0.3158365,0.01085576,0.00003044668,0.1360577,0.5247132,0.000265281],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5629243,0.1071387,0.003684619,0.2508503,0.004171688,0.001637102,0.00009713463,0.00007610432,0.06942002],"genre_scores_gemma":[0.9930229,0.003895865,0.000651956,0.00005502394,0.0009247975,0.000005653735,9.871723e-7,0.000008238238,0.001434597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4899113,"threshold_uncertainty_score":0.2624817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03900555512150133,"score_gpt":0.3851491105415016,"score_spread":0.3461435554200002,"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."}}