{"id":"W7000725046","doi":"","title":"Gormley - Belton Johnson - Friday, March 4, 2022","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Range (aeronautics); Work (physics); Field (mathematics); Focus (optics)","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":["insufficient_payload"],"category_scores_codex":[0.0003823067,0.001025804,0.0006050431,0.0008779597,0.004130464,0.003786315,0.0009560829,0.002099259,0.8868111],"category_scores_gemma":[0.001195808,0.0008551438,0.0004970772,0.0007361468,0.0004114396,0.001634929,0.002140199,0.002263842,0.7911147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00177074,"about_ca_system_score_gemma":0.002836418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07161288,"about_ca_topic_score_gemma":0.3309579,"domain_scores_codex":[0.9996803,0.0000171012,0.000006858625,0.0000430589,0.000137316,0.0001153273],"domain_scores_gemma":[0.9992118,0.00004398755,0.00002099687,0.00005149115,0.0002702641,0.0004014691],"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":[0.00002373185,0.00002924623,0.00008436343,0.0000168559,7.904702e-7,0.00002285314,0.00001677509,0.00001354363,0.0000979847,0.0002331033,0.9903994,0.009061274],"study_design_scores_gemma":[0.00001117604,0.00001500635,0.0007531348,0.00002412595,0.000001382364,0.00001310992,0.00009741711,0.00002668035,0.00006968158,0.0000837083,0.9988989,0.000005685702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007207149,0.0002237759,0.0001672791,0.001000896,0.0009129612,0.0001145341,0.00265144,0.001470861,0.9927375],"genre_scores_gemma":[0.0002867112,0.00003417899,0.00003020217,0.0001422408,0.00001376164,0.000008174601,0.0002421351,0.0001042005,0.9991382],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1131889,"threshold_uncertainty_score":0.1614501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006626412564061621,"score_gpt":0.1963699605767465,"score_spread":0.1897435480126848,"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."}}