{"id":"W4289325117","doi":"10.3917/arco.amilh.2020.01","title":"Frontières","year":2020,"lang":"fr","type":"book","venue":"Armand Colin eBooks","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004100791,0.0003214892,0.0005293564,0.00007723321,0.001335566,0.000167625,0.0004867119,0.0004508962,0.001440949],"category_scores_gemma":[0.00003846033,0.0003564063,0.0002446269,0.0000666619,0.00077899,0.0001007364,0.00009856641,0.0005167678,0.002401188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003081794,"about_ca_system_score_gemma":0.001868094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004391198,"about_ca_topic_score_gemma":0.05344391,"domain_scores_codex":[0.9975463,0.0002636593,0.0005257659,0.0004936247,0.0006302682,0.000540362],"domain_scores_gemma":[0.9987296,0.0001125709,0.0003079647,0.0002440846,0.0001500614,0.0004557495],"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":[0.00003608745,0.0000379187,0.001493135,0.0003205698,0.00008438584,0.00002818192,0.02528231,0.000002043894,0.000005022392,0.516633,0.448792,0.007285278],"study_design_scores_gemma":[0.0002795737,0.00009440681,0.0008418413,0.0001101714,0.0001483325,0.000001495357,0.0005759014,0.00007046475,0.0000125914,0.06884797,0.9286727,0.0003445337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004308905,0.002691532,0.0001029831,0.001991065,0.002416959,0.0007069914,0.00004171159,0.0001129379,0.9876269],"genre_scores_gemma":[0.07047292,0.003332286,0.000145717,0.003088897,0.006569695,0.00004288138,0.00005437215,0.00004760539,0.9162456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4798807,"threshold_uncertainty_score":0.9999645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03915071838213967,"score_gpt":0.3050619473471607,"score_spread":0.265911228965021,"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."}}