{"id":"W4319454237","doi":"10.32920/22056785","title":"Introduction — Clément Gascon, une force tranquille","year":2023,"lang":"fr","type":"preprint","venue":"","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Pierre Elliott Trudeau Foundation","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001782742,0.0002906544,0.0004494782,0.0001379653,0.001159155,0.0001990199,0.0004036254,0.0004440611,0.007287989],"category_scores_gemma":[0.0001002251,0.0003067801,0.0002550594,0.0007445757,0.0004096337,0.0002695179,0.0001487911,0.0004742271,0.004062875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006843682,"about_ca_system_score_gemma":0.0006081621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1139489,"about_ca_topic_score_gemma":0.3033587,"domain_scores_codex":[0.9967049,0.0003099286,0.0007235331,0.0008528216,0.0007699779,0.0006388226],"domain_scores_gemma":[0.9985642,0.00008976649,0.0002887282,0.0004819941,0.0002940417,0.0002812014],"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":[0.00002237711,0.0001868943,0.001858032,0.0004250089,0.00008911391,0.000002237615,0.04393354,0.0069639,0.00003092778,0.5676178,0.3753871,0.003483039],"study_design_scores_gemma":[0.0003179483,0.0001310701,0.02324999,0.00009248681,0.0001530791,0.000001570268,0.01522018,0.002197051,0.00005475593,0.158629,0.799368,0.0005849288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.14642,0.002199292,0.04575397,0.6297955,0.06157867,0.003206537,0.00006900723,0.001074171,0.1099029],"genre_scores_gemma":[0.2397237,0.01999838,0.000734496,0.0006154575,0.01702179,0.00009606064,0.0001621819,0.00004717608,0.7216008],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.62918,"threshold_uncertainty_score":0.9999384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0518628454368443,"score_gpt":0.3449081334904343,"score_spread":0.29304528805359,"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."}}