{"id":"W7054717706","doi":"","title":"Advocate, November 2006, Vol. [18], No. [3]","year":2006,"lang":"en","type":"other","venue":"CUNY Academic Works (City University of New York)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Treasure; Militarization; Chapel; Settlement (finance); Grading (engineering); Desert (philosophy); Capital (architecture)","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007668877,0.0003820396,0.0004688132,0.0002567348,0.00007832963,0.00001332276,0.0007895753,0.001357894,0.005282243],"category_scores_gemma":[0.00001112417,0.0004883946,0.0001806758,0.0004411881,0.0001616306,0.0001006607,0.0001112947,0.00119226,0.0009004196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368513,"about_ca_system_score_gemma":0.00009094201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909327,"about_ca_topic_score_gemma":0.000380418,"domain_scores_codex":[0.9987039,0.00002020745,0.0002234836,0.0003848821,0.0002335829,0.0004339235],"domain_scores_gemma":[0.9990269,0.00004447021,0.0001705911,0.0004842335,0.00005636527,0.000217474],"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":[0.000008328034,0.00002077116,0.000127787,0.00008105534,0.00008423547,0.000003998323,0.00004918229,0.0008023293,0.0001443806,0.0001202036,0.9970073,0.001550464],"study_design_scores_gemma":[0.0005802423,0.000007617637,0.0001540754,0.0004860947,0.0001091884,0.000001829056,0.00004617639,0.0007884864,0.00006084493,0.0001218141,0.9971755,0.0004681857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001624383,0.00270277,0.02202198,0.000112666,0.0005922887,0.000430544,0.0002291047,0.000976261,0.9727719],"genre_scores_gemma":[0.001423985,0.001237415,0.002175013,0.00006304925,0.000945333,8.858337e-7,0.0002110456,0.0002683772,0.9936749],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02090295,"threshold_uncertainty_score":0.9999385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145282099745807,"score_gpt":0.2074265052523547,"score_spread":0.1859736842548967,"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."}}