{"id":"W4403979598","doi":"10.5206/mt.v4i3.19795","title":"Puzzles","year":2024,"lang":"en","type":"article","venue":"Maple Transactions","topic":"Geometric and Algebraic Topology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004102638,0.002310317,0.001158718,0.003754017,0.007477041,0.01031523,0.00287641,0.006826428,0.1650173],"category_scores_gemma":[0.03998404,0.0008378281,0.001579491,0.002942638,0.007959868,0.023263,0.006710795,0.01232337,0.06059287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004847841,"about_ca_system_score_gemma":0.00359978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004051993,"about_ca_topic_score_gemma":0.005567311,"domain_scores_codex":[0.9950882,0.002235175,0.0003122459,0.0006444186,0.001163099,0.0005569567],"domain_scores_gemma":[0.9840541,0.003609268,0.0007186504,0.002373446,0.00739641,0.001848112],"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":[0.00005512943,0.00001567955,0.0001123132,0.0001223931,0.00000793578,0.0001653161,0.001248434,0.0001434227,0.0001443861,0.2793079,0.6985816,0.0200955],"study_design_scores_gemma":[0.00001553576,0.000009379005,0.00007608823,0.0001505469,0.000005347385,0.0001523044,0.001510111,0.0002244541,0.00007948104,0.134051,0.8637022,0.00002351715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002792593,0.01892529,0.03728629,0.5463063,0.05668298,0.0002134696,0.001261447,0.002437855,0.3340937],"genre_scores_gemma":[0.0917042,0.01618839,0.06621915,0.09455564,0.02534556,0.0005777086,0.002179062,0.003748244,0.6994821],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1650173,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05100567087780104,"score_gpt":0.3294461669324335,"score_spread":0.2784404960546324,"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."}}