{"id":"W7054875145","doi":"","title":"Aqua-Flo Model AF-6","year":2002,"lang":"en","type":"report","venue":"NPARC","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000767733,0.000194962,0.0002208254,0.0000664411,0.00003393314,0.00002744484,0.000185523,0.0002387277,0.0009890955],"category_scores_gemma":[0.00001017064,0.000196868,0.00009556362,0.0000988742,0.00001553877,0.00003402217,0.00002074779,0.0003039994,0.0007162405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460962,"about_ca_system_score_gemma":0.00007960348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007024938,"about_ca_topic_score_gemma":0.000004166121,"domain_scores_codex":[0.9990701,0.000004096264,0.0002085637,0.0001872545,0.0003164122,0.00021356],"domain_scores_gemma":[0.9993736,0.00001573982,0.00003003554,0.0004380435,0.00005784281,0.00008477626],"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":[2.101112e-7,0.00001207443,0.000001871551,0.0001006244,0.00003129843,0.000004217367,0.00002437392,0.008907941,0.00208815,0.0002702268,0.9834089,0.005150091],"study_design_scores_gemma":[0.00005854728,0.000002999064,0.000004784327,0.00003702487,0.0000379993,0.00001176035,0.000001446534,0.3024905,0.0004907885,0.002786745,0.6938218,0.0002555863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009305858,0.0003696955,0.0223098,0.0001037836,0.0002781025,0.0001750193,0.0001168843,0.0005276427,0.976026],"genre_scores_gemma":[0.2243731,0.009798101,0.02294283,0.0001284414,0.001988701,0.0006289862,0.0004649918,0.0004480263,0.7392268],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2935826,"threshold_uncertainty_score":0.9999241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04751614255669481,"score_gpt":0.2509669681738647,"score_spread":0.2034508256171698,"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."}}