{"id":"W4238808803","doi":"10.4000/hommesmigrations.10500","title":"Roubaix, une lumière","year":2019,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"North African History and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000749561,0.0002396941,0.0002413613,0.0001100544,0.0006831667,0.0003160704,0.0001775761,0.0001352188,0.0165879],"category_scores_gemma":[0.00001112096,0.0002390089,0.0002015431,0.00014634,0.0002724009,0.0005151795,0.00002852343,0.0003561012,0.004111584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007363399,"about_ca_system_score_gemma":0.0001036973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434826,"about_ca_topic_score_gemma":0.008406297,"domain_scores_codex":[0.9988256,0.00007974422,0.0002868164,0.0002956554,0.0001639505,0.0003482085],"domain_scores_gemma":[0.9991532,0.00008084992,0.0001050143,0.0004219121,0.0001158278,0.0001232052],"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":[0.000008285807,0.0001318334,0.001147689,0.00006531775,0.00004247289,0.000008512774,0.03440912,0.00002386321,0.00002096832,0.4410369,0.520535,0.002570071],"study_design_scores_gemma":[0.0002549828,0.0001190456,0.000907545,0.0001027361,0.00008025896,0.000008613629,0.006701343,0.00006791553,0.000008756667,0.0009748853,0.9904749,0.0002989768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1553129,0.3573704,0.00003412728,0.01871381,0.008501971,0.0006249005,0.001494354,0.0001745897,0.4577729],"genre_scores_gemma":[0.4077321,0.00009554235,0.00005892584,0.0007370641,0.001167799,0.00001685083,0.0001776322,0.00002064223,0.5899934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.46994,"threshold_uncertainty_score":0.9966638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058974269699131,"score_gpt":0.2064335859075888,"score_spread":0.1958438432105974,"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."}}