{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003042163,0.001262587,0.0008159489,0.0008401638,0.0005981441,0.001237961,0.003758966,0.001228381,0.05432344],"category_scores_gemma":[0.006449765,0.000565726,0.0007555622,0.0006740537,0.0004825831,0.001909411,0.0006721955,0.0009493582,0.0244379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388748,"about_ca_system_score_gemma":0.002528225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03168858,"about_ca_topic_score_gemma":0.03412071,"domain_scores_codex":[0.9984453,0.0004747709,0.00006616939,0.0002136192,0.0006476546,0.0001525642],"domain_scores_gemma":[0.9977409,0.0004800205,0.00009488159,0.000463998,0.00104174,0.000178419],"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":[0.0074861,0.001769869,0.002927721,0.001228756,0.0003775729,0.0001010158,0.0001102356,0.05580394,0.01396758,0.006990604,0.7462507,0.1629859],"study_design_scores_gemma":[0.007290543,0.00485618,0.006733708,0.0002623409,0.0005904016,0.0002756182,0.000219895,0.5724419,0.03664373,0.008311158,0.3621926,0.0001819416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1646552,0.002306854,0.1411386,0.003498906,0.00162266,0.006564798,0.1758822,0.240314,0.2640167],"genre_scores_gemma":[0.2872822,0.0009775626,0.2402326,0.001570483,0.0001321017,0.002815398,0.2781256,0.01509737,0.1737667],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05432344,"threshold_uncertainty_score":0.18173,"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."}}