{"id":"W4410579567","doi":"10.4000/13z2f","title":"Introduction","year":2020,"lang":"fr","type":"book-chapter","venue":"Presses universitaires de Rennes eBooks","topic":"North African History and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.0005934013,0.0006063993,0.0003333678,0.001080115,0.00207982,0.004235475,0.001331128,0.002266481,0.3763667],"category_scores_gemma":[0.001391053,0.0002462061,0.0003614007,0.00113945,0.001167482,0.002832942,0.001948939,0.001668632,0.1951664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002124543,"about_ca_system_score_gemma":0.002373357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006440067,"about_ca_topic_score_gemma":0.009300096,"domain_scores_codex":[0.9994074,0.00007983501,0.00002120754,0.0001376019,0.00025693,0.00009692501],"domain_scores_gemma":[0.9995246,0.00008397645,0.00002316665,0.00006437052,0.0002199576,0.00008401409],"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":[0.00002652496,0.00003547043,0.0002271923,0.0002408116,0.000002056181,0.0001664233,0.001193544,0.00008323338,0.0003790161,0.1429094,0.7022161,0.1525203],"study_design_scores_gemma":[7.62995e-7,0.000003514141,0.00009655238,0.00007279723,3.73707e-7,0.00004922941,0.0001052909,0.000006773031,0.00003220109,0.001910273,0.9977209,0.000001347688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006318348,0.004487973,0.001242797,0.003433005,0.001993973,0.00006364012,0.0008266864,0.0002237109,0.9870963],"genre_scores_gemma":[0.004317374,0.002641952,0.0009046076,0.001474416,0.0004272754,0.00004907764,0.0006053056,0.0001102796,0.9894698],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3763667,"threshold_uncertainty_score":0.8895372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303519349745749,"score_gpt":0.1713066975006951,"score_spread":0.1582715040032376,"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."}}