{"id":"W4285068645","doi":"10.7202/1088748ar","title":"Présentation","year":2020,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001033602,0.0001791848,0.0003071287,0.00002054321,0.0008927876,0.00009595403,0.0002924168,0.000480535,0.007323789],"category_scores_gemma":[0.0006965915,0.0001978381,0.0002178579,0.0003198236,0.0008191378,0.0004965118,0.00007064709,0.000502711,0.001481007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278968,"about_ca_system_score_gemma":0.0007099151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001683006,"about_ca_topic_score_gemma":0.0005695375,"domain_scores_codex":[0.9973668,0.0009762208,0.0003650746,0.000387759,0.0003758713,0.0005282626],"domain_scores_gemma":[0.9988993,0.0003249076,0.0002189298,0.0001234823,0.0001484821,0.0002848784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001652889,0.00009621238,0.02727643,0.0001876094,0.00006494024,0.000005771025,0.1553546,0.00002940172,0.00006550823,0.2975653,0.5128484,0.006489292],"study_design_scores_gemma":[0.0009469428,0.0003982603,0.04135499,0.00004586654,0.0001617214,8.793869e-7,0.1339327,0.0002991969,0.00005162615,0.6376705,0.1844859,0.0006514112],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09661892,0.01032346,0.001241309,0.8111487,0.01949121,0.0006032776,0.00005123904,0.0003195522,0.06020231],"genre_scores_gemma":[0.928223,0.03436207,0.0007085443,0.022022,0.006376154,0.00002657536,0.00007392914,0.00002509139,0.008182711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.831604,"threshold_uncertainty_score":0.9992964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4675844859872239,"score_gpt":0.5604386698209426,"score_spread":0.09285418383371874,"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."}}