{"id":"W2790800142","doi":"10.1017/mag.2018.27","title":"102.18 The <i>problème des ménages</i> revisited","year":2018,"lang":"fr","type":"article","venue":"The Mathematical Gazette","topic":"Analytic Number Theory Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mathematics; 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":["sts","insufficient_payload"],"category_scores_codex":[0.008741625,0.0007072173,0.0009585133,0.00009919118,0.001382173,0.000518909,0.002620886,0.0003540349,0.02431262],"category_scores_gemma":[0.005039847,0.0003763454,0.0005465897,0.001278706,0.00882275,0.0002484256,0.001171959,0.001400046,0.03294566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002408358,"about_ca_system_score_gemma":0.000135527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003002712,"about_ca_topic_score_gemma":0.00001722145,"domain_scores_codex":[0.9928753,0.001939033,0.001269898,0.0006596254,0.00148709,0.001769105],"domain_scores_gemma":[0.988406,0.007104274,0.0003831348,0.00311749,0.0005906873,0.000398441],"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":[0.00007685808,0.0004021874,0.00001754639,0.001286158,0.0004504278,0.00004021545,0.00545057,0.000001290174,0.0003290969,0.8297393,0.1567036,0.005502696],"study_design_scores_gemma":[0.0004925726,0.0002048182,0.00003497923,0.001322382,0.0007365623,0.0003877277,0.001008104,0.006351205,0.001129921,0.927654,0.0602235,0.0004542261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03641041,0.004856283,0.1279334,0.09218106,0.0007986406,0.003946025,0.0001004946,0.0005228617,0.7332508],"genre_scores_gemma":[0.2595387,0.0005686693,0.02890029,0.007237076,0.006120708,0.0002875612,0.00001144021,0.0005740773,0.6967615],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2231283,"threshold_uncertainty_score":0.9999179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09030347166314023,"score_gpt":0.3592770070580674,"score_spread":0.2689735353949271,"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."}}