{"id":"W2753420123","doi":"","title":"\"Imagined publics\" - Roundtable session","year":2015,"lang":"en","type":"article","venue":"Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Publics; Political science; Media studies; Advertising; Sociology; Business; Politics; Law","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":[0.01077318,0.002745684,0.001677317,0.001442465,0.01224745,0.01455312,0.004886407,0.02483935,0.121923],"category_scores_gemma":[0.01275946,0.001187362,0.002758841,0.001304578,0.004452916,0.01723448,0.01697593,0.02459715,0.05226708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007442953,"about_ca_system_score_gemma":0.008026887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007030695,"about_ca_topic_score_gemma":0.01419088,"domain_scores_codex":[0.9946101,0.001679854,0.0002004647,0.001242501,0.001240497,0.00102658],"domain_scores_gemma":[0.9868412,0.003672178,0.0003500638,0.0008999238,0.003899309,0.004337337],"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":[0.00004343491,0.00006118789,0.00008198275,0.00009952273,0.000005319633,0.00007410849,0.0005274753,0.00002432157,0.0001390664,0.005835188,0.9856996,0.007408845],"study_design_scores_gemma":[0.00001466956,0.00003798113,0.0003565711,0.000285527,0.000004651431,0.00005875629,0.001416873,0.00003806602,0.00008522063,0.00241621,0.9952638,0.00002168777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002181813,0.02290932,0.002326528,0.5334197,0.3686295,0.0007574263,0.001245621,0.0004806416,0.06804954],"genre_scores_gemma":[0.02388963,0.0161396,0.002623448,0.1989172,0.1750137,0.002496228,0.0023214,0.001029646,0.5775691],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.121923,"threshold_uncertainty_score":0.4078732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075721224114596,"score_gpt":0.2441364174365531,"score_spread":0.2233792051954071,"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."}}