{"id":"W3156033987","doi":"10.4000/hommesmigrations.12410","title":"ADN","year":2021,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Art","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":[0.00006329495,0.0001933587,0.0002405855,0.00005445301,0.0008034785,0.0005645045,0.0001263649,0.00008251984,0.02729481],"category_scores_gemma":[0.0003492567,0.0001731245,0.0002883139,0.0001330314,0.0002440085,0.000162657,0.00006328002,0.0001899518,0.001650813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006194744,"about_ca_system_score_gemma":0.000111595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003368379,"about_ca_topic_score_gemma":0.0499163,"domain_scores_codex":[0.9988251,0.00009113592,0.0003281021,0.0002741084,0.0001827835,0.0002987269],"domain_scores_gemma":[0.9988308,0.0001070665,0.00008937667,0.0003401145,0.0005229061,0.0001097587],"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":[0.000001269138,0.0001841936,0.0001281973,0.00004211257,0.0002150024,0.0001117853,0.02226889,0.00003291791,0.0000744193,0.549509,0.4220804,0.005351764],"study_design_scores_gemma":[0.0001257044,0.00001882673,0.0001979796,0.00006659645,0.0004757376,0.00001555242,0.02279859,0.0003097669,0.0002602768,0.006046603,0.9694384,0.0002459807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02328355,0.6675421,0.0009221108,0.06083154,0.006202613,0.0002247219,0.002075955,0.0002318624,0.2386856],"genre_scores_gemma":[0.2564862,0.0007134256,0.0006990479,0.001282656,0.004365558,0.00001378803,0.0005939507,0.00002075368,0.7358246],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6668286,"threshold_uncertainty_score":0.9991265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02478805558043825,"score_gpt":0.2511566964711689,"score_spread":0.2263686408907306,"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."}}