{"id":"W7054959504","doi":"","title":"Canadian sbumersible DSL-1","year":2015,"lang":"en","type":"other","venue":"CSUN ScholarWorks (California State University, Northridge)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001804755,0.0005206406,0.0004355986,0.001231131,0.0002166911,0.0001346428,0.000766055,0.0005355301,0.002213276],"category_scores_gemma":[0.00001040316,0.000627966,0.000132154,0.001152406,0.00009315865,0.000190818,0.0001187074,0.0009344269,0.006330729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009786611,"about_ca_system_score_gemma":0.0005735299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03100741,"about_ca_topic_score_gemma":0.2379782,"domain_scores_codex":[0.9981292,0.00005976418,0.00021469,0.0004909097,0.0003257899,0.0007795679],"domain_scores_gemma":[0.9978688,0.00002063006,0.00008481924,0.0007345974,0.0001225933,0.001168594],"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":[0.000005600874,0.00001776939,0.0005550325,0.00005858378,0.0001303358,0.0001309607,0.00005115595,0.001290562,0.000006872955,0.0000912264,0.9962655,0.001396385],"study_design_scores_gemma":[0.0005083741,0.00001237408,0.00004172705,0.00010825,0.00009015502,0.000007055255,0.00008689659,0.0007687461,0.00001213391,0.00006849183,0.9975883,0.0007074307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003167917,0.001723332,0.003542657,0.0002070505,0.000655251,0.0006448425,0.0113203,0.001602999,0.9799868],"genre_scores_gemma":[0.004107748,0.001566242,0.0008949816,0.0001470305,0.0002980075,0.000005127651,0.002565256,0.000827337,0.9895883],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2069708,"threshold_uncertainty_score":0.9996172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008298005491034174,"score_gpt":0.1776900481888534,"score_spread":0.1693920426978192,"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."}}