{"id":"W7041796073","doi":"","title":"Lux Nova 1","year":2007,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Regent; Sample (material)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007568559,0.0005585569,0.0004966749,0.0002878326,0.002671196,0.0004505323,0.0005778832,0.0002255902,0.002856114],"category_scores_gemma":[0.00009430018,0.000542109,0.0003962642,0.0002386013,0.001640723,0.0006554388,0.0001382303,0.0005166506,0.000632688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004806469,"about_ca_system_score_gemma":0.0005908502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005754815,"about_ca_topic_score_gemma":0.0006971509,"domain_scores_codex":[0.9963136,0.00009740346,0.0009438382,0.0007803277,0.0009838011,0.0008810449],"domain_scores_gemma":[0.997987,0.0002324098,0.0002710407,0.0006729391,0.000427952,0.0004086097],"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":[0.001132438,0.001035356,0.00212223,0.0002081793,0.0004617118,0.002284066,0.01663087,0.001065369,0.008860289,0.8601069,0.09802927,0.00806332],"study_design_scores_gemma":[0.000941237,0.0001887954,0.001829035,0.00008994379,0.00006417399,0.0003971264,0.004799953,0.0002168909,0.002196987,0.0006445645,0.987864,0.0007672669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3053814,0.0004323245,0.003387703,0.0001991389,0.005725271,0.0005048437,0.0000672772,0.0005531423,0.683749],"genre_scores_gemma":[0.8822328,0.000006247356,0.0005398006,0.0007084539,0.004749852,0.00003396165,0.00003269481,0.00007443712,0.1116217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8898348,"threshold_uncertainty_score":0.999703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245883632576724,"score_gpt":0.2267028637225354,"score_spread":0.202114500464863,"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."}}