{"id":"W7007835578","doi":"","title":"Alternative Instagram Memes: Intersectional Community and Collaborative Storytelling in the Digital Age","year":2024,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Humor Studies and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Concordia University","keywords":"Queer; Social media; Digital media; Storytelling; Scholarship; Face (sociological concept); Power (physics); Digital storytelling; Reflexivity; Alternative media","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006374591,0.0002548447,0.000296447,0.0008548622,0.001189877,0.0003764914,0.0007209958,0.0002003304,0.00004504509],"category_scores_gemma":[0.00005376932,0.0002304416,0.0001070057,0.001461807,0.000538578,0.0001038085,0.0001906577,0.00292773,0.00006055504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005275107,"about_ca_system_score_gemma":0.0002764297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0220619,"about_ca_topic_score_gemma":0.07319266,"domain_scores_codex":[0.9972575,0.001114648,0.0002364139,0.0005088809,0.0004443124,0.0004382794],"domain_scores_gemma":[0.9982967,0.0008784511,0.0001123809,0.0004723842,0.0001400876,0.0001000087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00178423,0.001355073,0.01177454,0.0004622179,0.002204272,0.006911284,0.4798351,0.00002345883,0.0004473226,0.4765599,0.01358007,0.005062508],"study_design_scores_gemma":[0.0005574577,0.0005227728,0.04292267,0.0002007599,0.00006916613,0.00003198145,0.7204717,0.00002558745,0.0001181732,0.003750128,0.2309625,0.0003671147],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5624722,0.0003498833,0.000004493822,0.0001653015,0.0005634347,0.0004824155,0.00005743068,0.00003287347,0.435872],"genre_scores_gemma":[0.9557245,0.0001650351,0.00000271078,0.000009772521,0.0002511574,0.00003769158,0.0001827499,0.0000300123,0.04359632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4728098,"threshold_uncertainty_score":0.9993725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04495971689179096,"score_gpt":0.349405511216193,"score_spread":0.304445794324402,"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."}}