{"id":"W3199330591","doi":"10.1525/aft.2021.48.3.4","title":"Society for Cinema and Media Studies 2021 Virtual Conference","year":2021,"lang":"en","type":"article","venue":"Afterimage","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Movie theater; Icon; Citation; Media studies; Library science; Download; Political science; History; Sociology; Art history; World Wide Web; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002528525,0.00006903083,0.0001299856,0.00001235659,0.0003130421,0.0001311016,0.00006732083,0.00003098641,0.000605033],"category_scores_gemma":[0.0001878704,0.00006685851,0.0000763398,0.00010059,0.0002542367,0.0001315432,0.0001145571,0.00003563162,0.00001186912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002404122,"about_ca_system_score_gemma":0.0001049692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001083331,"about_ca_topic_score_gemma":0.003471369,"domain_scores_codex":[0.9993407,0.00003485134,0.0001023218,0.0002037087,0.0001340122,0.0001843652],"domain_scores_gemma":[0.9994348,0.0001632907,0.0000282734,0.00009955919,0.0002167006,0.00005740187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002775356,0.0001384207,0.0009765719,0.0001425815,0.0003266616,0.00004201071,0.1280574,9.931834e-7,0.002571583,0.5592488,0.1102995,0.1981677],"study_design_scores_gemma":[0.0007822241,0.00009434159,0.00389942,0.0001026007,0.0001137432,0.000001267642,0.3415749,0.0001401077,0.0004790656,0.01824564,0.6342019,0.0003647368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7863215,0.009236067,0.02176704,0.07367002,0.002586578,0.001264378,0.0002248742,0.0001974319,0.1047321],"genre_scores_gemma":[0.986778,0.003366339,0.002979791,0.0005403872,0.000282496,0.00006724812,0.00001472619,0.000005080372,0.005965895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5410032,"threshold_uncertainty_score":0.6624687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07225840574103737,"score_gpt":0.3536649546285604,"score_spread":0.281406548887523,"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."}}