{"id":"W6929463006","doi":"10.48660/23060069","title":"Dark Sector Theory","year":2023,"lang":"en","type":"other","venue":"PIRSA","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Government (linguistics); Field (mathematics); Work (physics); Measure (data warehouse); Nexus (standard)","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":[0.0006610819,0.0007900286,0.0006142003,0.001282377,0.002146675,0.003442953,0.001267039,0.001857145,0.07099331],"category_scores_gemma":[0.001767346,0.0002828487,0.0004710572,0.00125782,0.002962589,0.005577208,0.002069782,0.00291355,0.01054402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001976196,"about_ca_system_score_gemma":0.0009336749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630071,"about_ca_topic_score_gemma":0.001692769,"domain_scores_codex":[0.9995473,0.0001311524,0.00001172368,0.00009395538,0.0001533574,0.00006255769],"domain_scores_gemma":[0.9994936,0.0001268173,0.00003280138,0.0001680139,0.0001115974,0.00006710844],"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":[0.000002260286,0.000003462936,0.000007787497,0.000004977661,7.475316e-7,0.000005799376,0.00001333231,0.00006084917,0.00002091401,0.9941578,0.003998758,0.001723348],"study_design_scores_gemma":[0.00000220518,0.000001014376,0.00001711662,0.000006383475,8.84156e-7,0.00002132477,0.00001484655,0.0005161875,0.00005636489,0.9797859,0.01957558,0.000002240052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004354538,0.0009764103,0.02164901,0.005082816,0.0004792099,0.00001194115,0.000190476,0.0001306431,0.967125],"genre_scores_gemma":[0.319504,0.002017256,0.01190498,0.003343791,0.001088894,0.00007972064,0.0003532324,0.0003795125,0.6613286],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07099331,"threshold_uncertainty_score":0.2374963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291893947448981,"score_gpt":0.2572475726114288,"score_spread":0.244328633136939,"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."}}