{"id":"W2893686555","doi":"10.25518/0037-9565.7799","title":"Scientific Summary of the First BINA Workshop","year":2018,"lang":"en","type":"article","venue":"Bulletin de la Société Royale des Sciences de Liège","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sky; Telescope; Scientific instrument; Astronomy; Remote sensing; Physics; Computer science; Geography","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001083672,0.0001310203,0.0001441808,0.0000437737,0.00172943,0.0002655664,0.0005468269,0.00005449168,0.0006812839],"category_scores_gemma":[0.00004313011,0.00009732648,0.0001367717,0.0003831582,0.006889048,0.00005019794,0.0002364743,0.000150526,0.00004256186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005906731,"about_ca_system_score_gemma":0.0001802354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002336583,"about_ca_topic_score_gemma":0.00002260217,"domain_scores_codex":[0.9987048,0.0001151048,0.0001851209,0.0002951004,0.0002600104,0.0004398446],"domain_scores_gemma":[0.9990904,0.0003285667,0.0001416529,0.00025472,0.0001208885,0.00006376767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005522629,0.0006454709,0.4787599,0.00007050918,0.0001378941,0.000007180946,0.0106225,0.001692467,0.005375737,0.1974987,0.2794435,0.02569101],"study_design_scores_gemma":[0.001232877,0.0002887883,0.06548405,0.0006851879,0.0001303562,0.00001331639,0.009313467,0.01926826,0.02292851,0.09767283,0.7819598,0.001022557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.831604,0.0001712519,0.004167499,0.001399499,0.0004149566,0.0001474529,0.00001523271,0.00002299921,0.1620571],"genre_scores_gemma":[0.9864964,0.000001920264,0.007365611,0.0001840906,0.0003099062,0.00000422992,0.000001155808,0.0000118536,0.005624788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5025163,"threshold_uncertainty_score":0.9995702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640703260806058,"score_gpt":0.2940008504362832,"score_spread":0.2675938178282226,"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."}}