{"id":"W7096162969","doi":"","title":"SURVEY PERSONNEL: Aerial Survey Observer/pilot: Observer: Photographer: Ground","year":2004,"lang":"en","type":"article","venue":"","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerial survey; Transect; Aerial photos; Sampling (signal processing); Spring (device); Aerial photography; Survey methodology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002047998,0.0007283412,0.0004166378,0.001482757,0.001213509,0.0006002203,0.0005775041,0.0004264346,0.2194469],"category_scores_gemma":[0.004434487,0.0005070633,0.0001740575,0.0008709141,0.0003211241,0.001409323,0.001162362,0.0007461349,0.1105809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005418931,"about_ca_system_score_gemma":0.001413051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006285046,"about_ca_topic_score_gemma":0.01389368,"domain_scores_codex":[0.9989029,0.0003105047,0.0001279844,0.0002421864,0.0002434677,0.0001728509],"domain_scores_gemma":[0.9940118,0.0004474341,0.0003190282,0.000881632,0.003804137,0.0005358999],"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":[0.0003270026,0.0005928394,0.02675617,0.0007414939,0.00001351893,0.000235592,0.001894622,0.0001871519,0.01153775,0.0003853076,0.653038,0.3042905],"study_design_scores_gemma":[0.0003187367,0.0006843894,0.1551916,0.0004533888,0.000029991,0.0001946929,0.005943924,0.002161543,0.003544719,0.0003043856,0.8311171,0.00005547716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2058785,0.001062146,0.1055348,0.007692353,0.004382989,0.07032362,0.1006967,0.01837313,0.4860558],"genre_scores_gemma":[0.4038234,0.001432308,0.1323172,0.004862731,0.001485404,0.04110083,0.03748206,0.001977328,0.3755188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7805531,"threshold_uncertainty_score":0.7341231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0904173492577239,"score_gpt":0.2914927833584818,"score_spread":0.2010754341007579,"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."}}