{"id":"W2800602737","doi":"10.1002/jcd.21633","title":"Strong Skolem starters","year":2018,"lang":"en","type":"preprint","venue":"Journal of Combinatorial Designs","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Interpretation (philosophy); Construct (python library); Class (philosophy); Mathematics; Combinatorics; Computer science; Artificial intelligence; Programming language","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001050768,0.0003317327,0.0006874073,0.0002780488,0.00005693961,0.0001336771,0.0006352706,0.0003924255,0.00008369847],"category_scores_gemma":[0.00004035106,0.0003115436,0.000408604,0.0001010305,0.00006678011,0.0001989874,0.00008569392,0.001045445,0.00003130174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739419,"about_ca_system_score_gemma":0.0001316015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002725691,"about_ca_topic_score_gemma":4.640148e-7,"domain_scores_codex":[0.9979894,0.0002118197,0.000866668,0.0001453062,0.0004786585,0.0003081394],"domain_scores_gemma":[0.9986182,0.0001029324,0.0004421699,0.0003621879,0.0002701561,0.0002043482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002271011,0.001224026,0.002038066,0.005231317,0.01099927,0.001495049,0.009314009,0.1154251,0.03188738,0.3927352,0.4197428,0.007636873],"study_design_scores_gemma":[0.005774463,0.002274291,0.0006385808,0.003056673,0.0008751452,0.000289454,0.0006283474,0.004573416,0.01790971,0.910831,0.05100643,0.002142438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7330649,0.002389913,0.05960398,0.00006350622,0.1911145,0.0006570838,0.00005124552,0.0003136445,0.01274128],"genre_scores_gemma":[0.9957759,0.0000612545,0.0003118203,0.000007112002,0.003734475,0.000005202315,0.000003369379,0.00006484741,0.00003596928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5180959,"threshold_uncertainty_score":0.9999337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375826621042823,"score_gpt":0.239850082753667,"score_spread":0.2160918165432387,"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."}}