{"id":"W4239577124","doi":"10.1007/978-3-030-84771-5_7","title":"Other Developments","year":2021,"lang":"en","type":"book-chapter","venue":"Lecture notes in physics","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Axion; Physics; Dark matter; Chirality (physics); Theoretical physics; Homogeneous space; Conservation law; Particle physics; Context (archaeology); Fifth force; Cosmology; Classical mechanics; Quantum mechanics; Spontaneous symmetry breaking; Symmetry breaking; Dark energy; Geometry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003256405,0.0003732977,0.0003896382,0.00003890307,0.00004144591,0.0000498296,0.0002154673,0.00006094025,0.0009281756],"category_scores_gemma":[0.00000150133,0.0003730097,0.0001452219,0.0000487148,0.00003678166,0.00004523753,0.0001172761,0.0004885839,0.0001928323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005953867,"about_ca_system_score_gemma":0.0001370142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003446806,"about_ca_topic_score_gemma":0.0000101396,"domain_scores_codex":[0.998915,0.00001050978,0.0002343142,0.0003889471,0.0001870056,0.0002641925],"domain_scores_gemma":[0.9993792,0.00005802126,0.0001138831,0.0003596515,0.00004202965,0.00004722659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001167372,0.0001209077,0.002195125,0.00007076025,0.0004480361,0.00001679326,0.0006914915,0.0002965814,0.0001224352,0.1932866,0.00248159,0.800258],"study_design_scores_gemma":[0.0002244447,0.000006960784,0.00003205329,0.0001630942,0.00002783405,3.750034e-7,0.000002198562,0.000007372691,0.0003608759,0.9182383,0.08051197,0.0004245355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00005224074,0.000191663,0.06227283,0.00006500995,0.0002914229,0.0001407604,0.00009174682,0.00002531579,0.936869],"genre_scores_gemma":[0.7347063,0.0000178127,0.004252124,0.01296155,0.005690038,0.00008203294,0.001298467,0.0005331535,0.2404585],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7998335,"threshold_uncertainty_score":0.9999851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253469707656753,"score_gpt":0.2252015858533992,"score_spread":0.2126668887768317,"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."}}