{"id":"W4384212448","doi":"10.7202/1098414ar","title":"Avant la pandémie","year":2023,"lang":"fr","type":"article","venue":"Sens public","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities; Ethnology; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009134628,0.0001525141,0.0002279844,0.00009897132,0.0008997534,0.0002229933,0.0002237126,0.000223375,0.001489372],"category_scores_gemma":[0.0005742575,0.0001559528,0.0001404246,0.001185923,0.001208508,0.000232025,0.0001314706,0.0002224711,0.0080434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378183,"about_ca_system_score_gemma":0.00022711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969377,"about_ca_topic_score_gemma":0.00655402,"domain_scores_codex":[0.9978951,0.0003885931,0.000189075,0.0002620122,0.0004525016,0.0008127813],"domain_scores_gemma":[0.9990624,0.0003817872,0.00006426989,0.0001502463,0.0001145795,0.0002267045],"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":[5.863105e-7,0.00003969901,0.0006157993,0.00001327088,0.00005602275,0.00004462558,0.01650191,9.908726e-7,0.000005187415,0.4119297,0.5298635,0.04092876],"study_design_scores_gemma":[0.0001378598,0.00002101398,0.004325231,0.00001696563,0.00001756175,0.000001194736,0.006286511,0.00007029471,0.000002330825,0.01520628,0.97373,0.0001847449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02460846,0.01427871,0.00001133926,0.1352066,0.01086079,0.0001705492,0.00004306176,0.0004629358,0.8143575],"genre_scores_gemma":[0.4481059,0.007461244,0.00003557351,0.0004138553,0.00235231,0.00001027227,0.00001118437,0.00001941674,0.5415903],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4438665,"threshold_uncertainty_score":0.9994234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09028101238482711,"score_gpt":0.2915906353608382,"score_spread":0.2013096229760111,"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."}}