{"id":"W6929401300","doi":"10.48660/05030121","title":"Evaluation of effective rigidity of membrane energy dominated universe model","year":2005,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Rigidity (electromagnetism); Energy (signal processing); Universe; Work (physics); Action (physics)","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":[0.001333506,0.0003159846,0.0006564478,0.0006609794,0.00001422092,0.000002811528,0.0002418659,0.0003955581,0.004487571],"category_scores_gemma":[0.0001667435,0.0003217353,0.0001623882,0.000379629,0.0001764248,0.00006633004,0.00007702771,0.0001274896,0.0002933564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005554559,"about_ca_system_score_gemma":0.0003578711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00229273,"about_ca_topic_score_gemma":0.001969147,"domain_scores_codex":[0.9972051,0.0006806894,0.00028586,0.0003708727,0.001259594,0.0001978362],"domain_scores_gemma":[0.9977949,0.00007923748,0.0008494927,0.0005658927,0.000651492,0.00005893651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001132133,0.002295978,0.0000188898,0.0009020356,0.003717239,0.000009736014,0.001299982,0.262521,0.2002476,0.009637079,0.3773603,0.1408581],"study_design_scores_gemma":[0.009253288,0.0001755494,0.0001174516,0.0009716131,0.004939659,0.000002935789,0.0000562605,0.7734821,0.1252132,0.001121763,0.08374892,0.0009172559],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003753922,0.0005780705,0.0006380009,0.000004201265,0.0001072041,0.0008188346,0.001012328,0.0001489837,0.9929385],"genre_scores_gemma":[0.7832294,0.0001160725,0.0008097902,0.0000071097,0.000193644,0.00007212091,0.0003815052,0.001128719,0.2140616],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7794755,"threshold_uncertainty_score":0.9999235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02059146075869407,"score_gpt":0.2808114433633982,"score_spread":0.2602199826047042,"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."}}