{"id":"W3048038950","doi":"","title":"Second Light: Ringing the Red-Giant Bell","year":2011,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Scientific Innovation and Industrial Efficiency","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ringing; Physics; Astronomy; Computer science; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003514157,0.0002571111,0.0003656031,0.0004272008,0.0040915,0.00389659,0.001038954,0.003043748,0.02150343],"category_scores_gemma":[0.009433866,0.0002721261,0.0002918683,0.0003587735,0.005403716,0.004358745,0.003501517,0.003588201,0.00352303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00231864,"about_ca_system_score_gemma":0.001846494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01283215,"about_ca_topic_score_gemma":0.01745526,"domain_scores_codex":[0.9987332,0.0003839991,0.00001531846,0.0001452469,0.000300278,0.0004219638],"domain_scores_gemma":[0.9964963,0.001010762,0.0002287145,0.0007044419,0.0006138347,0.0009461211],"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":[0.0006873223,0.00008945043,0.002527597,0.00008339286,0.00005693113,0.0009898989,0.005045495,0.001620463,0.007110673,0.7359972,0.1481863,0.09760534],"study_design_scores_gemma":[0.0001413387,0.0002862861,0.003521364,0.0001815586,0.0000503353,0.0008987706,0.006124239,0.008439784,0.005206755,0.537547,0.4374394,0.000163166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1975081,0.006995161,0.07224257,0.1719107,0.009033869,0.00007494207,0.0002275163,0.001491282,0.5405159],"genre_scores_gemma":[0.8848041,0.0009729452,0.007084752,0.01129858,0.001026443,0.00002190024,0.00004302417,0.0002427948,0.09450545],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02150343,"threshold_uncertainty_score":0.07193613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05621685217227961,"score_gpt":0.2565747155816177,"score_spread":0.2003578634093381,"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."}}