{"id":"W2406653127","doi":"10.1016/j.dam.2016.04.025","title":"A computational substantiation of the <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si7.gif\" display=\"inline\" overflow=\"scroll\"><mml:mi>d</mml:mi></mml:math>-step approach to the number of distinct squares problem","year":2016,"lang":"en","type":"article","venue":"Discrete Applied Mathematics","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cover (algebra); String (physics); Mathematics; Ternary operation; Combinatorics; Algorithm; Discrete mathematics; Computer science","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":[0.0005483936,0.0002387177,0.0002179208,0.00004151725,0.0003020611,0.000142975,0.001192302,0.0001468808,0.00001178863],"category_scores_gemma":[0.00008468312,0.0001526802,0.000202179,0.0003066734,0.0001998507,0.0002822303,0.0008919595,0.0001644321,0.0001227887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001249538,"about_ca_system_score_gemma":0.0001353012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003871626,"about_ca_topic_score_gemma":0.0000120269,"domain_scores_codex":[0.9976718,0.00004252558,0.0006475445,0.0004140938,0.0008933383,0.0003306291],"domain_scores_gemma":[0.9976289,0.0004480367,0.0006827911,0.001059172,0.00008680714,0.00009432595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003432281,0.0001562951,0.00001395241,0.0002675182,0.00006616217,0.00000156906,0.001689738,0.001376227,0.0006034999,0.9937534,0.0004423124,0.001595049],"study_design_scores_gemma":[0.0004174839,0.00005375445,0.0002295605,0.0002600166,0.00006535514,0.00003000589,0.0003013957,0.9842518,0.002402539,0.01136916,0.0004160313,0.0002029281],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4905345,0.00001889614,0.5064001,0.0002097451,0.000109643,0.0001552959,0.0001218671,0.00004867282,0.002401264],"genre_scores_gemma":[0.8450199,0.000008211472,0.1544951,0.0001035949,0.0000889582,0.0001526251,0.00006514915,0.00003894211,0.00002743745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9828755,"threshold_uncertainty_score":0.6226118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525778566520625,"score_gpt":0.2403468883504535,"score_spread":0.2250891026852473,"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."}}