{"id":"W2327701884","doi":"10.1090/noti862","title":"Exhibit Review: Mathématiques, un dépaysement soudain (A Little More Mad Ophelia, Please)","year":2012,"lang":"fr","type":"article","venue":"Notices of the American Mathematical Society","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006066339,0.0009573453,0.002318587,0.00004635306,0.0005813388,0.00006660906,0.00178856,0.0003021862,0.00561383],"category_scores_gemma":[0.004477196,0.0007127702,0.002224596,0.0008364718,0.003491077,0.000495297,0.0008489065,0.001173019,0.0009527342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004536631,"about_ca_system_score_gemma":0.0001698367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008266998,"about_ca_topic_score_gemma":0.000003626515,"domain_scores_codex":[0.9925734,0.001417527,0.002274127,0.0005723314,0.00167734,0.001485238],"domain_scores_gemma":[0.9884971,0.004300162,0.003814353,0.002495878,0.0002607347,0.0006317954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001091847,0.01231773,0.000770184,0.1006151,0.003253747,0.000009714891,0.07084096,0.0001265288,0.0004817017,0.5161482,0.2774386,0.01788832],"study_design_scores_gemma":[0.001785412,0.0007111739,0.0009666291,0.04564848,0.01230583,0.0001512797,0.02050384,0.009679677,0.005089639,0.722571,0.1769013,0.003685784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6718204,0.196443,0.04250148,0.03889336,0.00363305,0.008161307,0.001746215,0.000689122,0.03611205],"genre_scores_gemma":[0.2626118,0.01922066,0.6701903,0.0137465,0.002319061,0.0004484791,0.00003935671,0.0007879054,0.0306359],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6276888,"threshold_uncertainty_score":0.9998251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557815368880114,"score_gpt":0.3028706058802868,"score_spread":0.2772924521914857,"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."}}