{"id":"W3152168984","doi":"10.29173/iasl7716","title":"Collaborating across new media and gender","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Punk; Social media; Media studies; Sociology; Gender studies; Art; Political science; Art history; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.009034472,0.0004371548,0.0003446645,0.001571032,0.008551637,0.01699239,0.001061757,0.001362276,0.01666479],"category_scores_gemma":[0.01578994,0.0002878562,0.0003234288,0.0008826341,0.01158643,0.01288211,0.008603862,0.002172846,0.001742185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002458309,"about_ca_system_score_gemma":0.002248558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002439878,"about_ca_topic_score_gemma":0.004466244,"domain_scores_codex":[0.9924349,0.004938409,0.0001772924,0.0008219531,0.0008605529,0.0007667292],"domain_scores_gemma":[0.9857955,0.008246524,0.001645482,0.0008696025,0.001079546,0.002363455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001034023,0.00008141229,0.01546089,0.0002073947,0.00003002561,0.001316735,0.7372011,0.0001057836,0.0008608258,0.1666081,0.009881943,0.06814247],"study_design_scores_gemma":[0.00002097217,0.0001055402,0.009704001,0.0005660264,0.00002206688,0.001388499,0.7033858,0.0002465966,0.0006231221,0.04914602,0.234743,0.00004843708],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3440591,0.006630763,0.01181448,0.03220884,0.001328017,0.00008998437,0.0001215241,0.0001078154,0.6036395],"genre_scores_gemma":[0.9670541,0.001346566,0.001280587,0.001332341,0.0001754093,0.00006661027,0.00002684907,0.00006673374,0.0286508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01699239,"threshold_uncertainty_score":0.0557493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06186856804212766,"score_gpt":0.3340221607614116,"score_spread":0.2721535927192839,"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."}}