{"id":"W2096790857","doi":"10.46298/dmtcs.2997","title":"Locally Restricted Compositions IV. Nearly Free Large Parts and Gap-Freeness","year":2012,"lang":"en","type":"article","venue":"Discrete Mathematics & Theoretical Computer Science","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Poisson distribution; Combinatorics; Composition (language); Pure mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.001363902,0.0003471891,0.000491167,0.0001388832,0.0006717819,0.0003662589,0.00105815,0.0001166256,0.0001279364],"category_scores_gemma":[0.001931791,0.0002702746,0.00007995301,0.0007158931,0.001693334,0.0004042609,0.001137199,0.0003049996,0.00003998164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004145203,"about_ca_system_score_gemma":0.00008035763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001656152,"about_ca_topic_score_gemma":0.000001228468,"domain_scores_codex":[0.9967389,0.00008259364,0.0005975693,0.0005039048,0.0009739029,0.001103143],"domain_scores_gemma":[0.9960389,0.001846004,0.000166776,0.0009540207,0.0002893351,0.0007050032],"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":[0.00001189106,0.0002933413,0.00001830883,0.0001620086,0.00001494328,0.000007324159,0.001152604,0.000001923278,0.000145833,0.9974217,0.0002017733,0.0005682955],"study_design_scores_gemma":[0.0003897975,0.0001514098,0.00009522206,0.0001453613,0.00006906774,0.00007208966,0.0001098113,0.2438446,0.0001736969,0.7546212,0.00003002019,0.0002977664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01515447,0.00006945834,0.9805769,0.0004065082,0.0002909123,0.0004013785,0.00009275446,0.0001721144,0.002835492],"genre_scores_gemma":[0.6202711,0.000004485179,0.3793911,0.0001555911,0.0001168332,0.00002146146,0.000004002137,0.00002597324,0.000009487463],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6051166,"threshold_uncertainty_score":0.999975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02657450353774132,"score_gpt":0.2975826162082335,"score_spread":0.2710081126704921,"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."}}