{"id":"W3127232380","doi":"10.1177/2056305121990643","title":"The Promoter, Celebrity, and Joker Roles in Journalists’ Social Media Performance","year":2021,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Operationalization; CONTEST; Social media; Sociology; Context (archaeology); Media studies; Public relations; Political science; Social psychology; Psychology; Epistemology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002118082,0.0001412181,0.0002563104,0.00001366895,0.004570395,0.0002037982,0.0003856692,0.0002327232,0.00004866025],"category_scores_gemma":[0.001114073,0.0001207114,0.0001681345,0.0004343585,0.00106903,0.000182667,0.0002753509,0.0006682529,0.000006764073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002075198,"about_ca_system_score_gemma":0.0003681462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007989193,"about_ca_topic_score_gemma":0.06170796,"domain_scores_codex":[0.9975995,0.0006484815,0.0003116737,0.0002197167,0.0006983128,0.0005223305],"domain_scores_gemma":[0.9981656,0.0012107,0.0001513726,0.0001402973,0.0002264249,0.0001055835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008413513,0.00006090085,0.004033164,0.00001909309,0.00004239513,0.000002524839,0.9136465,6.573487e-8,0.00008073119,0.01183078,0.01009311,0.06018235],"study_design_scores_gemma":[0.0009855119,0.00001143763,0.07823119,0.00004889992,0.00004722174,0.0000018694,0.7683362,0.00005441896,0.00009548377,0.01182982,0.1399968,0.0003611636],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9463911,0.005248629,0.00000308748,0.04252208,0.0009476027,0.0001696805,0.00000904495,0.00004521848,0.004663523],"genre_scores_gemma":[0.9653023,0.03193348,0.00009729638,0.000332658,0.002132675,0.00004877373,0.00001117597,0.00001435628,0.000127255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1453103,"threshold_uncertainty_score":0.9967255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03740260051385859,"score_gpt":0.3006782524218944,"score_spread":0.2632756519080358,"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."}}