{"id":"W4365151976","doi":"10.5210/spir.v2022i0.12969","title":"MOBILE MEDIA DURING THE PANDEMIC: FOUR SCENARIOS TO HELP US IMAGINE A MOBILE MEDIA FUTURE TOWARDS LIBERATION","year":2023,"lang":"en","type":"article","venue":"AoIR Selected Papers of Internet Research","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Public relations; Metaphor; Mobile media; Media studies; Political science; Sociology; Government (linguistics); Indigenous; Alternative media; Computer science; Multimedia","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":[0.004871699,0.001070835,0.000305834,0.001205567,0.01508337,0.007646804,0.001636364,0.009756395,0.006993721],"category_scores_gemma":[0.00503415,0.000465809,0.0008563974,0.001086467,0.01016156,0.01392855,0.009455429,0.005785206,0.0007751063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004922459,"about_ca_system_score_gemma":0.001896358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005356577,"about_ca_topic_score_gemma":0.01248658,"domain_scores_codex":[0.9938148,0.005132875,0.0000572313,0.0001058108,0.0001789762,0.0007102381],"domain_scores_gemma":[0.9959458,0.002545848,0.0002414644,0.0001631525,0.0001752569,0.0009285646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007151053,0.0007054212,0.01171313,0.0008725164,0.00005760569,0.02591339,0.4657051,0.007343189,0.002330046,0.4073613,0.04527714,0.03200611],"study_design_scores_gemma":[0.00009205235,0.0002675223,0.002076927,0.0005137419,0.00002033883,0.001772069,0.7683082,0.003404112,0.0007731308,0.04245811,0.1802052,0.000108639],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.611437,0.002973478,0.01305492,0.1412162,0.001542845,0.0009295053,0.0005389937,0.0001855001,0.2281216],"genre_scores_gemma":[0.9765171,0.002020367,0.006594486,0.003392838,0.0002100446,0.000593031,0.0001620714,0.0000432078,0.01046693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01508337,"threshold_uncertainty_score":0.03571516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0419820535137273,"score_gpt":0.3701774750923118,"score_spread":0.3281954215785845,"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."}}