{"id":"W4283320753","doi":"10.32920/ifmj.v2i3.1535","title":"As We Have Watched","year":2022,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Digital Games and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Agency (philosophy); Media studies; Sociology; Art; Literature; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004255997,0.00007365668,0.0001196034,0.00007561337,0.000335014,0.0001510754,0.000158423,0.00002563359,0.003881282],"category_scores_gemma":[0.0005475022,0.00006400384,0.0000702837,0.00007258728,0.0001276971,0.0003524962,0.00009275158,0.0004653579,0.00003224294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172768,"about_ca_system_score_gemma":0.0002321525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006012267,"about_ca_topic_score_gemma":0.000181392,"domain_scores_codex":[0.9989301,0.0001453799,0.0001379271,0.0001139837,0.0004229395,0.000249686],"domain_scores_gemma":[0.9991645,0.0002987588,0.0001029616,0.00004696053,0.000072697,0.0003140974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001679491,0.0001316084,0.001130274,0.000002740543,0.00006178236,0.0002944327,0.2585255,0.000004139672,0.0002179794,0.002622941,0.03384125,0.7029994],"study_design_scores_gemma":[0.0002766217,0.00009505898,0.0004852303,0.00001529981,0.000009347781,0.000136724,0.1310491,0.000007318296,0.00007748919,0.002371046,0.8653998,0.00007696237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2615941,0.0007946281,0.00002442319,0.01080678,0.004130324,0.0001239789,0.00002387065,0.00002393822,0.722478],"genre_scores_gemma":[0.9305013,0.000954848,0.00005434739,0.0008089916,0.0008526534,0.00001385946,0.000003543526,0.000009130069,0.06680134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8315586,"threshold_uncertainty_score":0.9970293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019012345816903,"score_gpt":0.3149851950152678,"score_spread":0.2947950715570988,"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."}}