{"id":"W3041209435","doi":"10.16995/os.21","title":"The Dangers of Getting What You Asked For: Double Time in Twin Peaks: The Return","year":2020,"lang":"en","type":"article","venue":"Open Screens","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interim; Series (stratigraphy); Character (mathematics); Fidelity; Quarter (Canadian coin); Uncanny; History; Sociology; Psychology; Computer science; Psychoanalysis; Mathematics; Law; Political science; Geology; Telecommunications","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":[0.0008394063,0.0000851521,0.0002877065,0.0000254079,0.0001585763,0.0001710133,0.0005298074,0.00003354768,0.00006354426],"category_scores_gemma":[0.000252716,0.00005880093,0.00007668296,0.0001778391,0.00006619936,0.0002412912,0.0002525053,0.0000999417,0.00007745013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001987192,"about_ca_system_score_gemma":0.0000144612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002908813,"about_ca_topic_score_gemma":0.000363518,"domain_scores_codex":[0.9991671,0.00001186252,0.0003709149,0.0002122454,0.00002945211,0.0002083666],"domain_scores_gemma":[0.9992618,0.0002188273,0.0002057915,0.0002506373,0.00002460968,0.00003835247],"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":[0.002292111,0.0002592783,0.1975889,0.0002717343,0.0009697374,0.00001799844,0.08683231,0.0002827481,0.0009386291,0.249552,0.3588338,0.1021608],"study_design_scores_gemma":[0.002456046,0.0001458524,0.009445357,0.00006724618,0.00001560426,8.758636e-7,0.01107485,0.003862859,0.0003730647,0.002924324,0.9693851,0.0002487719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3105671,0.0251168,0.0003952456,0.3201391,0.0011038,0.005395748,0.0003307794,0.00004964956,0.3369018],"genre_scores_gemma":[0.9833702,0.002350692,0.000955565,0.002939152,0.0003853961,0.0002031056,0.00002781542,0.00004335796,0.009724743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.672803,"threshold_uncertainty_score":0.2397832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07774655212602995,"score_gpt":0.2691601605274018,"score_spread":0.1914136084013718,"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."}}