{"id":"W4391287448","doi":"","title":"Formes et frontières. La littérature maghrébine de langue française des XXe et XXIe siècle","year":2021,"lang":"fr","type":"book-chapter","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Political and Social Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Association for Canadian and Québec Literatures","funders":"","keywords":"Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006161638,0.0005095919,0.0006652803,0.0001107315,0.001239593,0.0005861903,0.001059332,0.0009113778,0.002733868],"category_scores_gemma":[0.002632424,0.0005398938,0.0004847495,0.000342786,0.002755509,0.0004031164,0.000543659,0.001082125,0.0002091672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378598,"about_ca_system_score_gemma":0.0006823359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02529472,"about_ca_topic_score_gemma":0.06911147,"domain_scores_codex":[0.9899058,0.007260167,0.0005636544,0.0007240496,0.0006967818,0.0008495869],"domain_scores_gemma":[0.9932486,0.003200359,0.0003355267,0.0009645399,0.001672996,0.0005779577],"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":[0.000006985601,0.0002786971,0.000445681,0.0001031754,0.00008782879,0.00003433877,0.03339186,0.000001778963,0.0002359155,0.9280635,0.001000172,0.03635014],"study_design_scores_gemma":[0.00042887,0.000001154149,0.003072678,0.00213779,0.0001167997,0.0000104341,0.001644046,0.0001478475,0.00195612,0.09992165,0.8899247,0.0006378777],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009045714,0.0178808,0.003552436,0.04596466,0.0002492694,0.000309212,0.0002622083,0.0002181592,0.9225175],"genre_scores_gemma":[0.4369519,0.01735413,0.01771519,0.001183444,0.0001924161,0.00003789618,0.000566848,0.0001118101,0.5258864],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8889245,"threshold_uncertainty_score":0.9999584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896842902262569,"score_gpt":0.2630748028546752,"score_spread":0.2441063738320495,"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."}}