{"id":"W7098143447","doi":"","title":"Astrophysics, National Research Council of Canada.","year":2008,"lang":"en","type":"article","venue":"","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cepheid variable; Variable star; Photometry (optics); Context (archaeology); Open cluster; Stars; Star (game theory); Star cluster","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001019779,0.001324021,0.0009865194,0.002389631,0.00288583,0.004531262,0.001735858,0.001112076,0.3100206],"category_scores_gemma":[0.001977674,0.0005070082,0.0004441132,0.004567263,0.0009116638,0.0009028453,0.001345269,0.001827658,0.1804629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009089726,"about_ca_system_score_gemma":0.01858109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7062491,"about_ca_topic_score_gemma":0.7810443,"domain_scores_codex":[0.9985226,0.00005740012,0.00003945955,0.0002314661,0.0009618759,0.0001871937],"domain_scores_gemma":[0.9967412,0.0001552434,0.0001304011,0.0003513372,0.002021133,0.0006007553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001781524,0.00007774875,0.004558129,0.0003789737,0.00003563262,0.0002814191,0.0002027881,0.0003093866,0.002730425,0.01772488,0.793914,0.1796085],"study_design_scores_gemma":[0.00001275111,0.00001204455,0.005568234,0.0001195076,0.000006980417,0.00006406352,0.0001547018,0.0001693707,0.0001785586,0.001076903,0.9926272,0.000009681022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002700889,0.008830869,0.002308351,0.009193721,0.00143505,0.0002123891,0.1239956,0.001561945,0.8497612],"genre_scores_gemma":[0.01395797,0.007361961,0.007042588,0.00142244,0.0000944265,0.00009458359,0.06190592,0.0004958892,0.9076242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7062491,"threshold_uncertainty_score":0.9841719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09321251443786388,"score_gpt":0.2666600608468556,"score_spread":0.1734475464089917,"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."}}