{"id":"W4243156646","doi":"10.24124/2019/58995","title":"The impact of social media engagement on university student recruitment","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Social media; Student engagement; Social media marketing; Public relations; User engagement; Social marketing; Political science; Sociology; Pedagogy; Computer science; World Wide Web","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":[0.006001806,0.0002869252,0.0003119504,0.00110493,0.003198677,0.006428626,0.0004599581,0.001165582,0.01329263],"category_scores_gemma":[0.0374836,0.0002047188,0.0004758604,0.001138486,0.00133249,0.00214401,0.003935994,0.001391807,0.001977003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319892,"about_ca_system_score_gemma":0.002672318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002197793,"about_ca_topic_score_gemma":0.00444144,"domain_scores_codex":[0.9919958,0.005401123,0.0001632238,0.0003364192,0.001021163,0.001082339],"domain_scores_gemma":[0.9519353,0.03366406,0.004234494,0.0008561592,0.002770921,0.006539043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00177045,0.008933199,0.4817244,0.0006668186,0.0001889489,0.0007785483,0.08988334,0.0007451265,0.004201754,0.01328667,0.00808467,0.3897361],"study_design_scores_gemma":[0.0001617929,0.002136735,0.8532984,0.0005360409,0.0001896448,0.0003644711,0.09436966,0.002741494,0.002584297,0.008114601,0.03541292,0.00008997313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.911566,0.0004976456,0.0005621747,0.002934819,0.0000887654,0.0001270833,0.00006196226,0.00002783637,0.0841336],"genre_scores_gemma":[0.9937385,0.0002738916,0.000236695,0.0003235753,0.00008369712,0.00007920355,0.00002985172,0.0000133519,0.005221114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01329263,"threshold_uncertainty_score":0.04446828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07082493214242101,"score_gpt":0.3955306621265725,"score_spread":0.3247057299841514,"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."}}