{"id":"W2797331474","doi":"10.7202/1059004ar","title":"Par la bande","year":2018,"lang":"fr","type":"article","venue":"Sens public","topic":"French Historical and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":[0.0001005955,0.0001693726,0.0001783578,0.00003357364,0.001145598,0.00032335,0.0001237737,0.00008445042,0.0136685],"category_scores_gemma":[0.00005942957,0.0001259724,0.00009678516,0.00006045683,0.001678993,0.0002212977,0.00006594285,0.0001538588,0.003205659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007585237,"about_ca_system_score_gemma":0.00003006105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008543808,"about_ca_topic_score_gemma":0.002761726,"domain_scores_codex":[0.9989762,0.00006990093,0.0001692384,0.0002115701,0.0001611254,0.0004119604],"domain_scores_gemma":[0.999397,0.00005310487,0.00005043793,0.0001430833,0.0002275991,0.0001287613],"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":[0.00000183694,0.00006843318,0.00004668134,0.00001703174,0.00004945199,0.000007631841,0.004570724,1.465318e-8,0.000008883972,0.4113548,0.5674503,0.01642413],"study_design_scores_gemma":[0.0001418163,0.0001563995,0.000474187,0.00002202405,0.00002985082,0.000009916142,0.0008762575,0.000009720037,0.00001978717,0.003071674,0.9949859,0.0002024256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008497201,0.04849899,0.00000465426,0.05131155,0.004951409,0.00007357604,0.00005006025,0.0001040971,0.8865085],"genre_scores_gemma":[0.4483004,0.0006173735,0.00002469099,0.0004795448,0.00712067,0.000004882342,0.000007260093,0.00001115477,0.543434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4398032,"threshold_uncertainty_score":0.9975705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04167561089490783,"score_gpt":0.2128347495255396,"score_spread":0.1711591386306318,"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."}}