{"id":"W4415354112","doi":"10.17771/pucrio.miguel.73312","title":"A ERA TIKTOK NA PRODUÇÃO DE VIDEOCLIPES","year":2025,"lang":"","type":"article","venue":"MIGUEL","topic":"Cultural, Media, and Literary Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Metis; Agency (philosophy); Context (archaeology); Participatory culture","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002759769,0.0004610871,0.0005558487,0.0001887575,0.00133352,0.0007128572,0.0003455347,0.0001290045,0.002495951],"category_scores_gemma":[0.0001677194,0.000376116,0.0003061388,0.0001537835,0.0005743088,0.0004302794,0.000194823,0.0004580566,0.0003572981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020978,"about_ca_system_score_gemma":0.0002020361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006635899,"about_ca_topic_score_gemma":0.001161302,"domain_scores_codex":[0.9977289,0.0001266954,0.0005618712,0.0005828402,0.0002483496,0.0007513881],"domain_scores_gemma":[0.9989027,0.000186165,0.0001221289,0.0004343901,0.000229964,0.000124674],"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":[0.0001501776,0.0004734274,0.006064457,0.001104793,0.0007701979,0.00005790887,0.3946719,0.00000340623,0.0001339719,0.1450096,0.415819,0.03574117],"study_design_scores_gemma":[0.0007010211,0.0001280362,0.007271654,0.0006037197,0.000232534,0.000004497562,0.02138008,0.0001040281,0.0002103279,0.003457722,0.9654633,0.0004430525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4585694,0.07516819,0.00003062268,0.01498327,0.006137306,0.0009789516,0.0002423954,0.0002712355,0.4436187],"genre_scores_gemma":[0.6826507,0.001233324,0.00006442415,0.003011636,0.001733714,0.00008103855,0.00002845301,0.00002096366,0.3111758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5496444,"threshold_uncertainty_score":0.9999666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606281259575837,"score_gpt":0.2460922759019419,"score_spread":0.2300294633061835,"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."}}