{"id":"W4312980566","doi":"10.5840/cpsem2020/20218","title":"A Semiotic Analysis: Journalistic Writing about Brazilian Cinema","year":2020,"lang":"en","type":"book-chapter","venue":"Semiotics","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Semiotics; Movie theater; Art; Literature; Sociology; Linguistics; Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004231033,0.0005611731,0.001993029,0.0006915035,0.0001957774,0.000129441,0.0004062509,0.0004028739,0.001422668],"category_scores_gemma":[0.000483374,0.0006541644,0.0008438788,0.0002868118,0.0001264687,0.00007388549,0.0001998636,0.0008694392,0.001516287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001881654,"about_ca_system_score_gemma":0.00005504203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002753222,"about_ca_topic_score_gemma":0.0001036332,"domain_scores_codex":[0.9969761,0.000009338184,0.001595512,0.0008058519,0.0001264718,0.000486704],"domain_scores_gemma":[0.9976263,0.0002293385,0.00111849,0.0006096697,0.00008626703,0.0003299589],"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":[0.00001400629,0.0000312626,0.007506583,0.0004706943,0.004373658,0.0002180897,0.0006357802,0.0002520694,0.000001884496,0.9533924,0.03249637,0.0006072456],"study_design_scores_gemma":[0.0009566999,0.0001647718,0.004216413,0.0007500511,0.003280149,0.00003940886,0.0001806259,0.004373866,0.000004327074,0.2260672,0.7580487,0.001917827],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001399599,0.02781787,0.002758004,0.004829791,0.001168623,0.0003343938,0.0007977497,0.0001384574,0.9620152],"genre_scores_gemma":[0.2627625,0.01788808,0.002192769,0.005025539,0.005048927,0.00001389949,0.0005565034,0.0004236426,0.7060881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7273251,"threshold_uncertainty_score":0.9995909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03514790444521915,"score_gpt":0.2356035398533273,"score_spread":0.2004556354081082,"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."}}