{"id":"W3213389949","doi":"10.4000/books.apu.21173","title":"Chapitre 8 – Séries et téléréalité / TV series and reality TV","year":2021,"lang":"fr","type":"book-chapter","venue":"Artois Presses Université eBooks","topic":"African history and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Series (stratigraphy); Geology","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","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0002856865,0.000589663,0.0007448369,0.00008301761,0.002323936,0.0001081116,0.0003840105,0.0004656537,0.00205045],"category_scores_gemma":[0.00006304338,0.0006236219,0.0002725169,0.00006256197,0.004105089,0.0004626068,0.0006017201,0.0004825945,0.00004595652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867887,"about_ca_system_score_gemma":0.0002692608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002714266,"about_ca_topic_score_gemma":0.01305896,"domain_scores_codex":[0.9975251,0.0003300999,0.0003318016,0.0008154558,0.0004917503,0.0005057892],"domain_scores_gemma":[0.9983702,0.000219928,0.0003537696,0.0004367037,0.0003505942,0.0002688441],"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":[0.00007485671,0.00002183303,0.0001486604,0.0001474484,0.0003855517,0.0002302638,0.08415661,0.000001224868,0.00007523534,0.9057607,0.004224074,0.004773561],"study_design_scores_gemma":[0.0002345394,0.0001455771,0.0003647901,0.0002947412,0.0003885316,0.00002164461,0.03296712,2.753373e-7,0.000123213,0.01961373,0.9452017,0.0006441301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003074587,0.009970806,0.00002209153,0.003815907,0.0005484684,0.0003251176,0.0002384968,0.0001368411,0.9818677],"genre_scores_gemma":[0.1684098,0.008141018,0.0001157862,0.000353917,0.0002950481,0.000006899457,0.00004824394,0.00004244516,0.8225868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9409776,"threshold_uncertainty_score":0.9996215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02655035765700807,"score_gpt":0.2282740197442003,"score_spread":0.2017236620871922,"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."}}