{"id":"W2439189161","doi":"","title":"Inside the Digital Wild West: How School Leaders Both Access and Avoid Social Media.","year":2015,"lang":"en","type":"article","venue":"International Association for Development of the Information Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Public relations; Nexus (standard); Legislation; Phenomenon; Curriculum; Digital media; Wrongdoing; Sociology; Political science; Psychology; Pedagogy; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002415926,0.0003370224,0.0002703938,0.001461872,0.01947378,0.009767683,0.001300603,0.001588366,0.005407583],"category_scores_gemma":[0.006829645,0.0004001666,0.0002502261,0.001095989,0.009356845,0.004392224,0.004242618,0.002548448,0.0008762113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01067802,"about_ca_system_score_gemma":0.01767865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4572695,"about_ca_topic_score_gemma":0.7288598,"domain_scores_codex":[0.994633,0.002169292,0.00006656869,0.0003162969,0.001001891,0.001813039],"domain_scores_gemma":[0.9948953,0.0009734043,0.0008130202,0.0001571603,0.0008277094,0.002333417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002692976,0.00007917707,0.03235356,0.00006304172,0.00001442187,0.0006058493,0.918996,0.00004223888,0.0006764638,0.006791237,0.01559494,0.02475602],"study_design_scores_gemma":[0.000004415363,0.00002604576,0.01094977,0.00006378812,0.000009786909,0.00008615326,0.9195237,0.00006064236,0.0001403653,0.0006088569,0.06850705,0.00001941278],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8853433,0.001552863,0.0015271,0.02297604,0.0004792253,0.00007416298,0.00008372129,0.00009448961,0.08786909],"genre_scores_gemma":[0.9858505,0.000428376,0.0002649957,0.001579169,0.00002184123,0.00001145437,0.00002602506,0.00002312955,0.0117945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4572695,"threshold_uncertainty_score":0.9092159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06826613092225198,"score_gpt":0.3230079551199928,"score_spread":0.2547418241977408,"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."}}