{"id":"W4239755499","doi":"10.32920/ryerson.14654157.v1","title":"Keep Dreaming Kiddo!","year":2021,"lang":"en","type":"preprint","venue":"","topic":"South Asian Cinema and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Film director; Government (linguistics); White (mutation); Sociology; Visual arts; Media studies; Political science; Art; Aesthetics; Movie theater; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002232036,0.0004021236,0.0001426157,0.0002949956,0.00604227,0.002391528,0.0003658894,0.000811681,0.04328268],"category_scores_gemma":[0.0008228477,0.0001794688,0.000198725,0.0002941742,0.001982477,0.001515564,0.00211333,0.002326463,0.01110143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312734,"about_ca_system_score_gemma":0.0007182857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03764128,"about_ca_topic_score_gemma":0.1428837,"domain_scores_codex":[0.9997959,0.00005399036,0.000004131544,0.00002309307,0.00004516741,0.00007774492],"domain_scores_gemma":[0.9996138,0.00004501978,0.00002555347,0.00002318472,0.00005670419,0.0002358287],"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":[0.00009765007,0.00006557072,0.003516078,0.0002474063,0.00001611344,0.001810475,0.2171918,0.00006566277,0.002797732,0.01495503,0.7197869,0.03944958],"study_design_scores_gemma":[0.000003371833,0.00002288001,0.004674207,0.00008017915,0.000005102038,0.0005584985,0.1030702,0.00003260903,0.0004790089,0.0002169957,0.8908444,0.00001255702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.147046,0.003477931,0.002225918,0.04043549,0.005965177,0.0001292572,0.001682268,0.0007990968,0.798239],"genre_scores_gemma":[0.3805242,0.002406338,0.001953191,0.004168328,0.0004462305,0.00006420439,0.0007992153,0.0003931136,0.6092453],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04328268,"threshold_uncertainty_score":0.144795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03273378344443666,"score_gpt":0.219354309843645,"score_spread":0.1866205263992083,"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."}}