{"id":"W7126242217","doi":"10.5281/zenodo.18432830","title":"Coherence Efficiency Under Compression: Froggle's Dilemma, Blacksmith Magic, and Unified Channel Selection in Time-Scalar Field Theory","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Magnetar; Phenomenology (philosophy); Neutron star; Coherence (philosophical gambling strategy); Gravitational wave; Pulsar; Radiative transfer; Effective field theory","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002799584,0.000426381,0.0008457188,0.001156048,0.0009060079,0.002176831,0.0009604663,0.000794986,0.001889163],"category_scores_gemma":[0.01149855,0.0002946898,0.0005239135,0.0007060738,0.003294648,0.004354198,0.001846803,0.001375036,0.0001903485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008216892,"about_ca_system_score_gemma":0.0008974018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002006204,"about_ca_topic_score_gemma":0.001220864,"domain_scores_codex":[0.9993194,0.0002677182,0.0000282747,0.0001676861,0.00011909,0.00009777837],"domain_scores_gemma":[0.9939673,0.00386554,0.000758505,0.0006848638,0.0002962585,0.0004276379],"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":[0.0005228646,0.00009357149,0.04049673,0.0001098432,0.0001266387,0.0004742124,0.0007134152,0.2572718,0.003231261,0.6100811,0.003523663,0.08335478],"study_design_scores_gemma":[0.0000212288,0.00005165551,0.002664293,0.00001241882,0.00001303775,0.00007377926,0.00007191396,0.5988484,0.0005939951,0.3971041,0.0005117941,0.00003338132],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6117463,0.0006965507,0.3803396,0.001847288,0.00006591153,0.00003398035,0.0002022565,0.0002918283,0.004776421],"genre_scores_gemma":[0.9843481,0.0001103433,0.0146219,0.0001135164,0.00007024728,0.00002612497,0.0000930045,0.00003343382,0.0005833698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002799584,"threshold_uncertainty_score":0.01480579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213958922915474,"score_gpt":0.2699808276287403,"score_spread":0.2578412383995856,"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."}}