{"id":"W4253350750","doi":"10.1088/1742-6596/710/1/011002","title":"Keynote Speakers","year":2016,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Subject (documents); Point (geometry); Metric (unit); Mathematics; Mathematical economics; Computer science; Sociology; Epistemology; History; Philosophy; Engineering; Library science; Geometry; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000352831,0.0001432456,0.0003806082,0.00006515321,0.00004633022,0.00004769969,0.000279983,0.00004488542,0.000391726],"category_scores_gemma":[0.0003607813,0.00008357427,0.000228559,0.0001381311,0.0001732388,0.000662226,0.00004555386,0.0001327071,0.00004680153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004490872,"about_ca_system_score_gemma":0.0001284139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002499682,"about_ca_topic_score_gemma":0.000008558543,"domain_scores_codex":[0.9988723,0.00006532271,0.0004436956,0.0000952877,0.0003384706,0.0001849459],"domain_scores_gemma":[0.9983073,0.0002415904,0.000595219,0.0002529687,0.0005144595,0.00008846765],"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":[0.0000852734,0.00005517798,0.0002228802,0.00002204175,0.0001981039,0.00001949021,0.0007000086,0.000001286976,0.03493438,0.9008223,0.002176891,0.06076211],"study_design_scores_gemma":[0.000340343,0.0001301305,0.0001504379,0.0001617578,0.0000956198,0.00003734435,0.0002832156,0.000003112964,0.1562589,0.8406335,0.001779736,0.0001259595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5399709,0.00005570192,0.4431788,0.005389156,0.0005919339,0.0001111585,0.00002060193,0.00005772128,0.01062402],"genre_scores_gemma":[0.9887225,0.00007045157,0.009116965,0.0000326431,0.0003636788,6.999759e-7,2.190203e-7,0.00001950251,0.001673351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4487516,"threshold_uncertainty_score":0.4289125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04338809087291452,"score_gpt":0.2852851611075324,"score_spread":0.2418970702346179,"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."}}