{"id":"W4389819033","doi":"10.4171/icm2022/217","title":"The work of Barry Mazur","year":2023,"lang":"en","type":"book-chapter","venue":"EMS Press eBooks","topic":"Advanced Topology and Set Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Work (physics); Physics; Thermodynamics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003347381,0.0002559464,0.0003952094,0.00004047283,0.0001509193,0.00001050243,0.0004242693,0.0004175884,0.00006395633],"category_scores_gemma":[0.0001379817,0.0001823344,0.0001846539,0.000004095119,0.0004928379,0.00001257104,0.000224974,0.0005405974,0.00007015064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001380977,"about_ca_system_score_gemma":0.00003855241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003421026,"about_ca_topic_score_gemma":0.00001808537,"domain_scores_codex":[0.9988954,0.00004440635,0.0003972805,0.0002310111,0.000197749,0.0002341312],"domain_scores_gemma":[0.9972518,0.001562721,0.00031477,0.00076672,0.00005788517,0.0000460975],"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":[0.0000540263,0.000003174092,3.108629e-7,0.00006927307,0.0001477476,0.00002040881,0.0003449744,7.506912e-7,0.000003870653,0.9830398,0.01004135,0.006274334],"study_design_scores_gemma":[0.00008474522,0.0000145195,9.203645e-7,0.0001484458,0.00005320374,0.000003422022,0.0000120211,5.281373e-7,0.0001195786,0.6927059,0.3067289,0.0001277741],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002655609,0.0005837392,0.0002775814,0.00003231367,0.0007095619,0.0003084673,0.00003028715,0.0001558964,0.9978756],"genre_scores_gemma":[0.0005447044,0.00009768779,0.0003290324,0.00003078248,0.0002264895,0.00002536535,0.000004326444,0.0001086568,0.998633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2966875,"threshold_uncertainty_score":0.743538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09753278665855751,"score_gpt":0.3119016207263726,"score_spread":0.2143688340678151,"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."}}