{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005357389,0.0004798918,0.0005040214,0.001561979,0.001163809,0.001652507,0.0005761629,0.0007695818,0.01040689],"category_scores_gemma":[0.001886495,0.0003222054,0.0005917061,0.0006570948,0.002013663,0.002406555,0.001619537,0.001281454,0.00259599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004473003,"about_ca_system_score_gemma":0.0002844244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000119516,"about_ca_topic_score_gemma":0.000185322,"domain_scores_codex":[0.9993192,0.000143971,0.00004150126,0.0001802592,0.0001843095,0.000130827],"domain_scores_gemma":[0.9980817,0.0007107225,0.0003109313,0.0003257133,0.000342799,0.000228231],"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":[0.0001245199,0.00003568245,0.001026163,0.00007353577,0.00001332773,0.0003562978,0.0003351191,0.002189492,0.00784508,0.9776522,0.00119764,0.009150894],"study_design_scores_gemma":[0.00003988115,0.0002097976,0.0008565158,0.00007168442,0.00002707178,0.0008897025,0.0003908982,0.01353288,0.01551834,0.9416901,0.02672199,0.00005103256],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6155508,0.0006062795,0.2972586,0.0004496723,0.0001972601,0.0001149969,0.0004234553,0.000836933,0.08456209],"genre_scores_gemma":[0.9284633,0.0002140692,0.0401499,0.0002008062,0.0001193819,0.0001022247,0.0004991031,0.0001501229,0.030101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040689,"threshold_uncertainty_score":0.03481448,"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."}}