{"id":"W4256510325","doi":"10.3828/liverpool/9781911325970.003.0001","title":"First Reel","year":2019,"lang":"en","type":"book-chapter","venue":"Liverpool University Press eBooks","topic":"Literature, Film, and Journalism Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plural; Reel; Art history; Art; Identity (music); Visual arts; Philosophy; Aesthetics; Linguistics","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":[0.00007288863,0.000434286,0.0005486106,0.0002919586,0.0005757177,0.0003144876,0.0006287016,0.0003278888,0.003038572],"category_scores_gemma":[0.000002852716,0.0004371555,0.0005488012,0.000003494852,0.0002948772,0.0002510891,0.0002740519,0.0006586396,0.0002733948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108336,"about_ca_system_score_gemma":0.00007721183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006607798,"about_ca_topic_score_gemma":0.0006751347,"domain_scores_codex":[0.9986095,0.0000300253,0.0002315316,0.0004791591,0.0003580303,0.000291786],"domain_scores_gemma":[0.9985852,0.00007530013,0.0003343638,0.0006213014,0.0002336095,0.0001502693],"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":[0.00006520373,0.00001035324,0.000001346295,0.0001122485,0.0005256181,0.0002280344,0.006895828,0.000003232331,6.643359e-7,0.9441229,0.04778106,0.0002535186],"study_design_scores_gemma":[0.0004343321,0.00005631187,0.000001653831,0.0002943249,0.000770364,0.000006103082,0.0003190109,0.00004926134,0.000002430137,0.001381821,0.9961478,0.0005366296],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001841166,0.0004191163,0.00001808452,0.00003692941,0.0006942813,0.0002365686,0.000730939,0.0001116511,0.997734],"genre_scores_gemma":[0.001053403,0.0002987326,0.00002749968,0.0002098435,0.0009516037,2.347817e-7,0.0001065504,0.00005209479,0.9973],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9483667,"threshold_uncertainty_score":0.999808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534151423181719,"score_gpt":0.1651676954865434,"score_spread":0.1398261812547263,"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."}}