{"id":"W4400991694","doi":"10.69554/xsbb9229","title":"Case study: The shift from in-person to virtual Homecoming and how to create a trending success","year":2022,"lang":"en","type":"article","venue":"Journal of education advancement & marketing.","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Homecoming; Psychology; History; Art history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002486014,0.0006049873,0.0003152532,0.001134818,0.01983216,0.005326285,0.001987762,0.004176725,0.01140085],"category_scores_gemma":[0.006006103,0.0003246082,0.0004877369,0.001367649,0.005863851,0.004289202,0.004631004,0.004580064,0.001665165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005080081,"about_ca_system_score_gemma":0.004573636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03372769,"about_ca_topic_score_gemma":0.09322239,"domain_scores_codex":[0.995915,0.002329414,0.0000874856,0.000265439,0.0005352058,0.0008674842],"domain_scores_gemma":[0.9963017,0.001135141,0.0001964658,0.0002146211,0.0004093278,0.001742809],"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":[0.0001939227,0.001830568,0.01932831,0.0005546514,0.00002641433,0.04259945,0.6762779,0.0009091218,0.002371134,0.09647004,0.07740025,0.08203825],"study_design_scores_gemma":[0.00002097814,0.0002088073,0.004759917,0.0002414106,0.00001261817,0.007302622,0.716064,0.000846529,0.001224,0.003988011,0.2652698,0.00006123172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7522916,0.0009597042,0.01239434,0.04023308,0.001321833,0.0006419768,0.0005095873,0.0002502714,0.1913977],"genre_scores_gemma":[0.9260992,0.001051471,0.008543447,0.002917096,0.0001784963,0.0002196953,0.0001465239,0.0001291378,0.06071489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03372769,"threshold_uncertainty_score":0.06706274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02994625221562689,"score_gpt":0.2840612174096006,"score_spread":0.2541149651939737,"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."}}