{"id":"W7098151534","doi":"","title":"Pyramidal Wavefront Sensor Demonstrator at INO","year":2015,"lang":"en","type":"article","venue":"","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wavefront sensor; Wavefront; Adaptive optics; Robustness (evolution); Pyramid (geometry); Set (abstract data type)","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":[],"consensus_categories":[],"category_scores_codex":[0.00008814545,0.0001534937,0.0001617987,0.00002720284,0.00009518563,0.00003938722,0.00006886622,0.00003445843,0.0003744606],"category_scores_gemma":[0.000004255569,0.0001288949,0.00007172221,0.00005287292,0.00006676558,0.00008691284,0.00009354197,0.0000928115,0.0005429374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006174744,"about_ca_system_score_gemma":0.00006144313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001696785,"about_ca_topic_score_gemma":0.00001421321,"domain_scores_codex":[0.9991481,0.00002098567,0.0001689573,0.0002145755,0.0001641506,0.0002832139],"domain_scores_gemma":[0.9993905,0.00002106159,0.00005526461,0.0001914808,0.00009616443,0.0002455294],"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":[0.0002384796,0.0006765029,0.4143459,0.00001349518,0.0005493956,0.00007771036,0.00205393,0.0008926181,0.0462475,0.4067187,0.09097163,0.03721412],"study_design_scores_gemma":[0.01344217,0.00099214,0.05792922,0.0001216296,0.0004286274,0.0000718621,0.02823035,0.1752291,0.1550509,0.07600126,0.4866566,0.005846151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7000505,0.00001983755,0.01916037,0.000225764,0.0002278618,0.0001208692,0.00001759044,0.0000493349,0.2801279],"genre_scores_gemma":[0.9757895,2.263306e-7,0.009076439,0.00008483705,0.0003767166,0.000001960351,0.00001967009,0.00001997377,0.01463071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.395685,"threshold_uncertainty_score":0.6978543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02792422976156385,"score_gpt":0.2440419830355092,"score_spread":0.2161177532739453,"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."}}