{"id":"W4315433002","doi":"10.16995/dscn.8082","title":"Title Pending 8082","year":2023,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Historical and Literary Analyses","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Base (topology); Philosophy; Mathematics","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":[0.00007105397,0.0001536146,0.0002245681,0.0000715182,0.0004262637,0.0001796338,0.00009568818,0.00004721061,0.002170393],"category_scores_gemma":[0.00005696515,0.0001357469,0.0001431855,0.0001221958,0.0002513327,0.0003185269,0.0001108644,0.000120645,0.009351598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000656788,"about_ca_system_score_gemma":0.00002223603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001015443,"about_ca_topic_score_gemma":0.00004003533,"domain_scores_codex":[0.99922,0.00002043955,0.0001820129,0.0001929139,0.0001140645,0.0002705815],"domain_scores_gemma":[0.9996141,0.0001091768,0.00004277266,0.0001116235,0.00006099654,0.00006132314],"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":[0.00000433751,0.00006426494,0.00003418814,0.0001469951,0.0001940514,0.000087009,0.2025308,0.000002927797,0.000002173908,0.03709117,0.749711,0.01013102],"study_design_scores_gemma":[0.00005792755,0.00003413161,0.00000746075,0.00007042264,3.324968e-7,0.000002577647,0.1149065,0.00002540927,0.000009094217,0.005528161,0.8792027,0.0001553726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009916603,0.02618384,0.00001486887,0.00416025,0.002667747,0.0000699505,0.0002269412,0.0001776715,0.9565821],"genre_scores_gemma":[0.4122894,0.001206075,5.822614e-7,0.00009035276,0.001218435,0.000009273514,0.00004250941,0.00001652307,0.5851269],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4023728,"threshold_uncertainty_score":0.9987417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06530474066109805,"score_gpt":0.2778650171214756,"score_spread":0.2125602764603776,"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."}}