{"id":"W1677629278","doi":"10.37236/369","title":"The Ladder Crystal","year":2010,"lang":"en","type":"article","venue":"The Electronic Journal of Combinatorics","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Mathematics; Lambda; Crystal (programming language); Combinatorics; Isomorphism (crystallography); Regularization (linguistics); Crystal structure; Crystallography; Physics; Computer science; Chemistry; Quantum mechanics","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":[0.00176532,0.0001686347,0.0002426127,0.00003779101,0.0004055206,0.000103349,0.001087307,0.0001058795,0.00003239093],"category_scores_gemma":[0.0006070127,0.0000811169,0.0002083828,0.0002337256,0.0001433559,0.0001062771,0.00008566077,0.001827967,0.000003758342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009359114,"about_ca_system_score_gemma":0.000451845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003354037,"about_ca_topic_score_gemma":0.00001687019,"domain_scores_codex":[0.9981233,0.000117912,0.0004805169,0.00008946838,0.0006006462,0.0005881069],"domain_scores_gemma":[0.9974985,0.001089197,0.0005172738,0.0004818235,0.0003319728,0.00008127482],"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":[0.00004320211,0.00004410201,0.00002815574,0.000003138536,0.00009598643,0.000002278172,0.0002017699,0.000001393084,0.0002937501,0.996726,0.002219288,0.0003408731],"study_design_scores_gemma":[0.0006027371,0.0002234773,0.00005112921,0.00000535431,0.00006946667,0.0002494642,0.0001371744,0.00002205775,0.000618336,0.96492,0.03299925,0.0001014967],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870561,0.001389062,0.00190568,0.00254871,0.00501378,0.0001742218,3.659769e-7,0.0000262972,0.001885819],"genre_scores_gemma":[0.9985245,0.0002115018,0.00001616871,0.00005680908,0.0005461127,0.000003008215,1.012557e-7,0.00002913193,0.0006126119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03180601,"threshold_uncertainty_score":0.7941709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009076421127972769,"score_gpt":0.2643291906736319,"score_spread":0.2552527695456591,"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."}}