{"id":"W2086921410","doi":"10.1103/physrevlett.102.235701","title":"Complete Jamming Landscape of Confined Hard Discs","year":2009,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Jamming; Randomness; Frustration; Statistical physics; Physics; Atomic packing factor; Sphere packing; Entropy (arrow of time); Condensed matter physics; Geometry; Quantum mechanics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001721802,0.0003252724,0.0005810576,0.0006429964,0.0005762607,0.0009443474,0.0008640197,0.0008245662,0.00191099],"category_scores_gemma":[0.0006755827,0.0002687992,0.0003661706,0.0003219813,0.000846934,0.00134031,0.0005627372,0.0003804539,0.0001808864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006944742,"about_ca_system_score_gemma":0.000291429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001675595,"about_ca_topic_score_gemma":0.00128958,"domain_scores_codex":[0.9999062,0.00001619482,0.000003671598,0.00001211192,0.0000329196,0.00002891143],"domain_scores_gemma":[0.9998614,0.00004135913,0.00001538974,0.00002105583,0.00002601358,0.00003483519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001152476,0.00005988669,0.001568578,0.00009372301,0.0000467268,0.0009489867,0.0001692726,0.8239049,0.02233293,0.1442427,0.001154444,0.005362659],"study_design_scores_gemma":[0.00001012433,0.00001514677,0.0006020106,0.000004502536,0.000003456681,0.00006892646,0.00001900113,0.980396,0.0004475469,0.01799809,0.0004250856,0.00001018542],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8699461,0.0008123378,0.1098205,0.000387741,0.00003399889,0.00004760496,0.0002585041,0.0001638492,0.01852934],"genre_scores_gemma":[0.9915447,0.0002205442,0.004688692,0.00007036429,0.00002481124,0.00005654976,0.0001552471,0.00003005114,0.003209098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00191099,"threshold_uncertainty_score":0.006392896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479603709030282,"score_gpt":0.2657713499915054,"score_spread":0.2409753129012026,"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."}}