{"id":"W4362669381","doi":"10.3390/atoms11040068","title":"GRASP Manual for Users","year":2023,"lang":"en","type":"article","venue":"Atoms","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"GRASP; Fortran; Premise; Software; Computer science; Function (biology); Wave function; Property (philosophy); Computational science; Programming language; Physics; Quantum mechanics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003488856,0.002583086,0.002384277,0.004733118,0.001490464,0.004390781,0.004574737,0.002080187,0.745926],"category_scores_gemma":[0.01900027,0.002191333,0.001795626,0.00467098,0.0007498043,0.006100979,0.005705131,0.003354748,0.7170025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010101,"about_ca_system_score_gemma":0.00275183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003290927,"about_ca_topic_score_gemma":0.004785762,"domain_scores_codex":[0.9976954,0.000373252,0.000253223,0.0004002589,0.001043992,0.0002338384],"domain_scores_gemma":[0.9897015,0.002948309,0.0003269369,0.00248021,0.003682617,0.0008604806],"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":[0.00007156542,0.00002695996,0.00009173754,0.0002606917,0.000005690323,0.00004411121,0.00007889167,0.00008510242,0.0003202719,0.001272523,0.9460811,0.05166133],"study_design_scores_gemma":[0.00004979091,0.00001908127,0.0003749389,0.00018346,0.00001046371,0.0001561482,0.0000575525,0.0003697989,0.0005273722,0.004739911,0.9934722,0.00003923444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001208401,0.001625099,0.09291568,0.002840703,0.001493735,0.001230185,0.234421,0.4395935,0.2246718],"genre_scores_gemma":[0.007111481,0.001847365,0.09623723,0.003519542,0.0006412928,0.003319952,0.2801892,0.2271405,0.3799933],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.745926,"threshold_uncertainty_score":0.3624057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217593671312155,"score_gpt":0.2784145253969785,"score_spread":0.266238588683857,"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."}}