{"id":"W4410103120","doi":"10.5771/9781493062362","title":"Moving Pictures","year":2023,"lang":"en","type":"book","venue":"Rowman & Littlefield Publishers eBooks","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004651253,0.0005124792,0.001042516,0.0006554385,0.0001984204,0.0005839264,0.0006488838,0.000721628,0.0009086978],"category_scores_gemma":[0.0003989222,0.0005793879,0.0004604379,0.00008600969,0.0001282571,0.0002108607,0.0003559637,0.0008920046,0.001528531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002080874,"about_ca_system_score_gemma":0.0001590396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001531505,"about_ca_topic_score_gemma":0.0001942212,"domain_scores_codex":[0.9973903,0.00001248271,0.0009162596,0.0008888711,0.0001233361,0.0006687124],"domain_scores_gemma":[0.9981158,0.0002545372,0.000523951,0.000830101,0.00006829354,0.0002073463],"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":[0.000005767908,0.000007099387,0.0002325912,0.0001410148,0.0002227487,0.00002911529,0.0009479023,0.000001253819,6.240774e-7,0.2199794,0.7764835,0.001948946],"study_design_scores_gemma":[0.0002750717,0.00004463058,0.0003295172,0.00009233301,0.00002749544,0.000002767428,0.0001377458,0.000008071876,0.000004187546,0.1999874,0.7985802,0.0005105694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001281577,0.003046738,0.00007057918,0.001534613,0.004423068,0.0003760025,0.0001355976,0.0003734888,0.9899117],"genre_scores_gemma":[0.002397991,0.00007115912,0.00008070718,0.001358018,0.001934151,0.00009166938,0.0001432004,0.0001595346,0.9937636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02209672,"threshold_uncertainty_score":0.9996657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0338014812751055,"score_gpt":0.2132071643654305,"score_spread":0.179405683090325,"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."}}