{"id":"W2511395650","doi":"10.1177/2056305116664222","title":"Discreet Openness: Scholars’ Selective and Intentional Self-Disclosures Online","year":2016,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; Royal Roads University","funders":"","keywords":"Scholarship; Public relations; Openness to experience; Futures studies; Identity (music); Politics; Health care; Psychology; Social media; Sociology; Political science; Engineering ethics; Social psychology; Engineering; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003457332,0.000125783,0.0001734689,0.00002845152,0.0004692234,0.00003181882,0.0002462616,0.0001989163,0.001158635],"category_scores_gemma":[0.0002047848,0.00009732018,0.0001362996,0.0001935369,0.0002629578,0.000144746,0.0001180371,0.000318856,0.00008017729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001638889,"about_ca_system_score_gemma":0.0001640146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003767741,"about_ca_topic_score_gemma":0.001273525,"domain_scores_codex":[0.9987665,0.0002514246,0.0002515561,0.0002761768,0.0001958732,0.0002584479],"domain_scores_gemma":[0.9987234,0.0005301432,0.000125546,0.0002233141,0.0002671782,0.000130405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005691674,0.0009635488,0.05651527,0.00003733619,0.000409216,7.253801e-7,0.5349332,1.017441e-8,0.0003330584,0.1274415,0.2301929,0.04911629],"study_design_scores_gemma":[0.001440523,0.00003620057,0.7737102,0.00003907728,0.00004010441,0.000005250733,0.157189,0.000001738498,0.00001017412,0.01203863,0.05524579,0.0002433802],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9005187,0.001718982,0.0001866535,0.08688165,0.002433622,0.0004846856,0.0004390932,0.0003261867,0.007010434],"genre_scores_gemma":[0.9944328,0.0005007418,0.001583722,0.001245358,0.001022918,0.0001145961,0.00008954919,0.00002386363,0.0009864194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7171949,"threshold_uncertainty_score":0.9997544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05608960355064373,"score_gpt":0.4027660601764489,"score_spread":0.3466764566258052,"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."}}