{"id":"W4245215163","doi":"10.1071/rdv30n1_pa2","title":"Recipient of the 2018 IETS Pioneer Award: David Thomas Armstrong, BSA, MSc, PhD","year":2017,"lang":"en","type":"article","venue":"Reproduction Fertility and Development","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Aeronautics; Art; Art history; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005678242,0.0007197175,0.001155333,0.001586683,0.0009825976,0.003023787,0.00153293,0.004243541,0.06883369],"category_scores_gemma":[0.0153406,0.0003392879,0.0007532082,0.0005828089,0.0008900855,0.002111873,0.003511959,0.005766219,0.03426354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00234965,"about_ca_system_score_gemma":0.007420115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952164,"about_ca_topic_score_gemma":0.007327168,"domain_scores_codex":[0.9977819,0.0002081328,0.0001207065,0.0003464484,0.001154559,0.0003881215],"domain_scores_gemma":[0.9761404,0.001123246,0.0007353257,0.0004422481,0.008900819,0.01265794],"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":[0.00007822656,0.00003581787,0.0003062632,0.00009000301,0.00001584635,0.0001922613,0.00004833608,0.0000501098,0.0004106004,0.002333037,0.950841,0.04559864],"study_design_scores_gemma":[0.0000949454,0.0001079684,0.001253288,0.0002598676,0.00002618344,0.0007798169,0.0001211417,0.0001071513,0.0005596682,0.001287909,0.995383,0.00001912796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001747093,0.03198032,0.002064908,0.2944001,0.6269123,0.0002388859,0.0007403535,0.0002222438,0.04169379],"genre_scores_gemma":[0.01587095,0.0385512,0.003594792,0.05522352,0.3154001,0.000229582,0.001003069,0.0002997818,0.569827],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06883369,"threshold_uncertainty_score":0.2302716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04230143766241036,"score_gpt":0.264640411313332,"score_spread":0.2223389736509217,"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."}}