{"id":"W4399981657","doi":"10.1007/978-981-97-3218-0_10","title":"Exploring TikTok as the Everyday Cellphilm","year":2024,"lang":"en","type":"book-chapter","venue":"Studies in arts-based educational research","topic":"Digital Media and Philosophy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Aesthetics; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001537193,0.0003053783,0.0002923808,0.0007483753,0.0003504455,0.000289202,0.001570641,0.00008666553,0.0001807655],"category_scores_gemma":[0.0008609578,0.0002243265,0.0001504118,0.0004108239,0.0008676265,0.0003493031,0.0009359795,0.00122358,0.004537283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000556459,"about_ca_system_score_gemma":0.001682185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000203433,"about_ca_topic_score_gemma":0.00002788177,"domain_scores_codex":[0.9964102,0.00006323948,0.0003807676,0.0007793858,0.001826092,0.0005403276],"domain_scores_gemma":[0.9927203,0.005531183,0.00005909902,0.0009321726,0.0006160645,0.0001411912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008298875,0.00004595118,0.000008914936,0.0001501552,0.00007356225,0.00003506649,0.001999763,0.00002344318,0.000001490093,0.9713939,0.02249531,0.003764155],"study_design_scores_gemma":[0.00005059964,0.00007359326,0.00002388609,0.0005451805,0.000004348542,0.000003738462,0.0001001994,0.00004841473,0.00002629072,0.592021,0.4069397,0.0001629515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001726695,0.009541087,0.000009552406,0.06916496,0.004031195,0.0004607998,0.00001548007,0.00004137641,0.9165629],"genre_scores_gemma":[0.09101611,0.002378623,0.0004376452,0.001183471,0.003381296,0.001344273,0.00003558516,0.0000911992,0.9001318],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3844444,"threshold_uncertainty_score":0.9962378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6536366160685138,"score_gpt":0.4877839858241842,"score_spread":0.1658526302443296,"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."}}