{"id":"W7112278788","doi":"","title":"Introduction","year":2025,"lang":"fr","type":"book-chapter","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Caribbean and African Literature and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Subject (documents); Limiting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009459772,0.0007043681,0.0004715289,0.001334549,0.004231216,0.005999326,0.001982182,0.002693157,0.5217311],"category_scores_gemma":[0.002574779,0.0002784544,0.0004308562,0.001716963,0.001228413,0.002858878,0.002614982,0.002124286,0.2611997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007306198,"about_ca_system_score_gemma":0.01049736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1087389,"about_ca_topic_score_gemma":0.1441733,"domain_scores_codex":[0.9989002,0.00009353098,0.00003304828,0.0002440298,0.0005217211,0.0002074367],"domain_scores_gemma":[0.9985754,0.0001059791,0.0000432566,0.000124761,0.0008387082,0.0003118217],"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":[0.00002413075,0.00002896405,0.0004655697,0.0001688961,0.00000272542,0.0001386531,0.0007836625,0.00006708965,0.0002913878,0.04571604,0.8459489,0.106364],"study_design_scores_gemma":[0.000001062152,0.000003231373,0.0002618888,0.00007414926,6.244427e-7,0.00003655483,0.0001665811,0.000008914078,0.00003113949,0.0008815319,0.9985319,0.000002441305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001175776,0.004388558,0.001581882,0.008935696,0.004251128,0.0001479157,0.003439626,0.000497652,0.9755818],"genre_scores_gemma":[0.005420816,0.002021252,0.00083166,0.001982584,0.0004309451,0.00006408225,0.001585542,0.0001396568,0.9875234],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4782689,"threshold_uncertainty_score":0.6821926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162599407688074,"score_gpt":0.2097956419072241,"score_spread":0.1881696478303434,"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."}}