{"id":"W4249278415","doi":"10.1007/978-3-319-63441-8_4","title":"Efficient Method for Measuring the Parameters Encoded in a Gravitational-Wave Signal","year":2017,"lang":"en","type":"book-chapter","venue":"Springer theses","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"","keywords":"Gravitational wave; SIGNAL (programming language); Physics; Acoustics; Computer science; Astronomy","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":[0.0006023573,0.001097713,0.0007810348,0.001451535,0.0004644613,0.001638424,0.001608905,0.001572565,0.01167127],"category_scores_gemma":[0.001274563,0.0005804816,0.0003853166,0.001567891,0.0007258686,0.001599504,0.001427643,0.001498155,0.00650476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004330945,"about_ca_system_score_gemma":0.0005208016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004415826,"about_ca_topic_score_gemma":0.001223382,"domain_scores_codex":[0.9993572,0.00009187212,0.00002317483,0.0001487879,0.0003414378,0.00003752889],"domain_scores_gemma":[0.9993668,0.0002548409,0.00006873729,0.0001717737,0.0001092115,0.00002857968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003510216,0.0001445958,0.001106248,0.0003158831,0.000155152,0.000155557,0.00007672014,0.002717422,0.6090122,0.02481112,0.008536933,0.3526171],"study_design_scores_gemma":[0.0001852616,0.0004448475,0.004010192,0.0001208963,0.0002416403,0.00160851,0.00009242271,0.2351719,0.6689965,0.03563268,0.05320699,0.0002881747],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01010615,0.000909362,0.9795341,0.0002488123,0.0003069151,0.0001092674,0.000751875,0.001919647,0.006113768],"genre_scores_gemma":[0.0782245,0.001017735,0.9059178,0.0002603228,0.00022579,0.0002627867,0.001218176,0.000298296,0.01257473],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01167127,"threshold_uncertainty_score":0.03904432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0709421707444731,"score_gpt":0.3488872764626046,"score_spread":0.2779451057181316,"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."}}