{"id":"W7056259703","doi":"","title":"Douglas and James Collection - Accession 1139","year":2018,"lang":"en","type":"article","venue":"Digital Commons - Winthrop University (Winthrop University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Ceremony; Centennial; Sermon; Club; Yearbook; Victory; Quarter (Canadian coin); Accession; Opera","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"],"consensus_categories":[],"category_scores_codex":[0.00004246403,0.0002703728,0.0002417186,0.0004798986,0.0009065164,0.0001670536,0.0004269375,0.0001679523,0.0002187787],"category_scores_gemma":[0.00001003222,0.0003296212,0.00009895783,0.001258783,0.0009415786,0.001464673,0.0003141077,0.000244282,0.0001752722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003430581,"about_ca_system_score_gemma":0.00005226365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002568203,"about_ca_topic_score_gemma":0.0002832958,"domain_scores_codex":[0.998954,0.0000415045,0.0001283724,0.0003853067,0.0001438121,0.0003469861],"domain_scores_gemma":[0.9990757,0.00008666688,0.00005206787,0.0003959168,0.0001428148,0.0002468211],"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":[0.001656195,0.002002515,0.03617118,0.0004852281,0.0024431,0.001287523,0.009819114,0.001249277,0.01009137,0.1559969,0.7128934,0.06590421],"study_design_scores_gemma":[0.001435695,0.0002742719,0.003330523,0.00007377213,0.0001440782,0.00002804553,0.006957719,0.003784898,0.00260106,0.0003505323,0.98028,0.0007393821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6285735,0.00008130461,0.02515924,0.0009333359,0.0006026039,0.0004718995,0.0002513897,0.001456905,0.3424698],"genre_scores_gemma":[0.9888219,0.0001912535,0.0003010328,0.00002243874,0.000114283,2.047305e-7,0.00005682817,0.00003194469,0.01046015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3602483,"threshold_uncertainty_score":0.9999156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161240847559322,"score_gpt":0.1910408648127844,"score_spread":0.1794284563371912,"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."}}