{"id":"W4234897354","doi":"10.31219/osf.io/z6erb","title":"A note on Binary Relations","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Advanced Algebra and Logic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Binary number; Computer science; Mathematics; Arithmetic","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006593289,0.0001425732,0.0001412081,0.00009986667,0.00005365952,0.00006710323,0.0008303325,0.0001550548,0.00007574607],"category_scores_gemma":[0.00002259501,0.0001140391,0.00008643846,0.0001119649,0.00001380576,0.0001202704,0.001188055,0.0004536264,0.002546168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004746654,"about_ca_system_score_gemma":0.00009461284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005343249,"about_ca_topic_score_gemma":0.000001436996,"domain_scores_codex":[0.9990419,0.00002840251,0.0001326953,0.0004831909,0.0001606418,0.0001531849],"domain_scores_gemma":[0.9986885,0.0001100114,0.00007396306,0.00105285,0.00003023844,0.00004443047],"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":[0.000002501547,0.00005868667,0.00008179496,0.00001617487,0.000009092044,0.0000169946,0.000194704,0.09113699,0.0000369284,0.8900582,0.008303611,0.01008431],"study_design_scores_gemma":[0.0002466304,0.0001935823,0.004806442,0.00009739755,0.000008038373,0.000006452241,0.000005355495,0.3019592,0.0001951537,0.6453944,0.04643823,0.000649187],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001336468,0.00004510853,0.8717666,0.002920152,0.001104089,0.0001816405,0.000002368528,0.0003139269,0.1223297],"genre_scores_gemma":[0.7626113,0.00002227674,0.2068394,0.002670771,0.0001242152,0.00002858502,0.00001529459,0.00001370582,0.02767441],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7612748,"threshold_uncertainty_score":0.9982305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373649960586955,"score_gpt":0.2775566407248579,"score_spread":0.2538201411189883,"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."}}