{"id":"W2744990845","doi":"10.1177/0002764217717567","title":"Social Media and Society: Introduction to the Special Issue","year":2017,"lang":"en","type":"article","venue":"American Behavioral Scientist","topic":"Social Media and Politics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Social media; Public relations; Sociology; Focus (optics); Media studies; Political science; Social science","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":[0.002142763,0.001764344,0.001628245,0.005193013,0.004216321,0.01220143,0.001822198,0.00746177,0.03594173],"category_scores_gemma":[0.006006237,0.0007196574,0.001279879,0.004620461,0.003370291,0.01126711,0.005292365,0.01041475,0.01553306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002630062,"about_ca_system_score_gemma":0.003853992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002678954,"about_ca_topic_score_gemma":0.004863255,"domain_scores_codex":[0.9980117,0.0004312738,0.0001636324,0.0002935972,0.0008881922,0.0002115347],"domain_scores_gemma":[0.9927821,0.003283548,0.0004136004,0.0003835947,0.001714136,0.001422949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009149752,0.00004591424,0.0003412411,0.0002687961,0.000007540096,0.00006201666,0.0002013664,0.00003596214,0.00008471872,0.008526593,0.9497961,0.0406206],"study_design_scores_gemma":[0.000002746655,0.00001761186,0.0007561595,0.0005011849,0.000005993003,0.00009720587,0.0002467678,0.00003791612,0.00001801085,0.003985473,0.9943205,0.00001041635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006185938,0.1540407,0.001006452,0.1902328,0.5820301,0.00009487204,0.0003699091,0.0001523621,0.07145426],"genre_scores_gemma":[0.003463391,0.1380755,0.0006304409,0.04469028,0.7580289,0.0001338818,0.0003687741,0.000168851,0.05443995],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03594173,"threshold_uncertainty_score":0.1202371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03821791416815006,"score_gpt":0.3839183185804845,"score_spread":0.3457004044123345,"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."}}