{"id":"W6910882985","doi":"10.48660/08120025","title":"Hydrodynamics from scalar fields coupled to gravity","year":2008,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Scalar (mathematics); Coupling (piping); Field (mathematics); Work (physics); Context (archaeology); Scalar field","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":[0.000300443,0.0006020663,0.0007556076,0.0007488414,0.0007390185,0.00126868,0.001035941,0.0008627233,0.0191235],"category_scores_gemma":[0.0007411417,0.0002926356,0.0006598617,0.0006274284,0.001011717,0.001196666,0.001305004,0.001146696,0.003030042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195276,"about_ca_system_score_gemma":0.0008307916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005823603,"about_ca_topic_score_gemma":0.005542777,"domain_scores_codex":[0.9998465,0.00003061889,0.000003892073,0.0000205376,0.0000834538,0.00001494065],"domain_scores_gemma":[0.9998239,0.00001633254,0.0000177793,0.00003673862,0.00006551278,0.00003982349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005653241,0.0000354644,0.0004038433,0.0000978676,0.00002665403,0.0001118459,0.00007955472,0.02749999,0.001931136,0.8946704,0.05656341,0.01852319],"study_design_scores_gemma":[0.0001505644,0.00002660388,0.001679439,0.00004360072,0.0000225375,0.000230295,0.00004737076,0.3425595,0.001784193,0.5267886,0.126622,0.00004529189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05723276,0.002223104,0.1246158,0.004694061,0.002581021,0.0001610983,0.002882804,0.003282255,0.8023271],"genre_scores_gemma":[0.4558865,0.002586857,0.07667617,0.001012712,0.002068388,0.0002286988,0.005123895,0.003473186,0.4529434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0191235,"threshold_uncertainty_score":0.06397444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161756812171307,"score_gpt":0.2424266341004117,"score_spread":0.2308090659786986,"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."}}