{"id":"W4399670533","doi":"10.1117/12.3018045","title":"SPIDERS: a pathfinder 4th generation planet imager","year":2024,"lang":"en","type":"article","venue":"","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; ABB (Canada); Herzberg Institute of Astrophysics; University of Victoria; National Research Council Canada","funders":"","keywords":"Pathfinder; Computer science; Astrobiology; Planet; Astronomy; Physics; World Wide Web","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":[0.00110553,0.0006042939,0.0006943756,0.001605919,0.0005427863,0.0007871332,0.0008777321,0.0005428655,0.005638427],"category_scores_gemma":[0.0007102631,0.0004259313,0.0004455092,0.0007913188,0.0004527693,0.001394994,0.001516565,0.001068546,0.004045012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004927602,"about_ca_system_score_gemma":0.0008383508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923934,"about_ca_topic_score_gemma":0.003275239,"domain_scores_codex":[0.999395,0.00005163342,0.00001400849,0.000112498,0.0003424134,0.00008440037],"domain_scores_gemma":[0.9994849,0.00004244267,0.00004997983,0.0001139017,0.000187855,0.0001209159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002913496,0.0005165699,0.03398989,0.000437338,0.000403976,0.0006320995,0.0007060001,0.005610213,0.2566049,0.007547452,0.2065905,0.4840476],"study_design_scores_gemma":[0.001225863,0.002799896,0.08056225,0.0001238754,0.0001928604,0.002096353,0.0002942678,0.09346674,0.2001561,0.006332744,0.6123896,0.0003595473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4143633,0.002567639,0.2789507,0.001663375,0.0008504967,0.001928366,0.04109006,0.1707659,0.08782017],"genre_scores_gemma":[0.4339083,0.0006054388,0.4586971,0.00101869,0.0002491089,0.0007526383,0.06754087,0.006768392,0.03045936],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005638427,"threshold_uncertainty_score":0.01886237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445288438186848,"score_gpt":0.2046765353691337,"score_spread":0.1902236509872653,"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."}}