{"id":"W4394910430","doi":"10.1109/mcse.2023.3281241","title":"Masthead","year":2023,"lang":"en","type":"paratext","venue":"Computing in Science & Engineering","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Geology","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":[0.0004995246,0.00131616,0.0008514476,0.002238589,0.002252262,0.005426215,0.001365541,0.002055931,0.924424],"category_scores_gemma":[0.002386099,0.0006390961,0.0007096809,0.001922847,0.000500163,0.003074588,0.003102512,0.001745162,0.8746738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006739936,"about_ca_system_score_gemma":0.001078975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002256293,"about_ca_topic_score_gemma":0.005806101,"domain_scores_codex":[0.9995498,0.00003984839,0.00001635958,0.0001173799,0.0002128289,0.0000638234],"domain_scores_gemma":[0.998632,0.000222713,0.00005087139,0.0002558661,0.0004465636,0.000391992],"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":[0.00006694436,0.00003137075,0.00008300075,0.00007621772,0.000002231317,0.00005434489,0.00004479156,0.00006227429,0.0007354521,0.003900524,0.8664039,0.1285389],"study_design_scores_gemma":[0.000009002858,0.00001616745,0.0002169583,0.00003776867,0.000002304104,0.00005161657,0.00003863282,0.0001058547,0.0002419274,0.001164325,0.9981108,0.000004714216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003622213,0.0003932924,0.001830669,0.0007525342,0.001110467,0.00007039902,0.00153114,0.002335319,0.9916141],"genre_scores_gemma":[0.0004930644,0.0001007605,0.0002212597,0.0001331648,0.00008609662,0.00001334938,0.0003990888,0.0003288959,0.9982243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07557601,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743376262599516,"score_gpt":0.2996342333186206,"score_spread":0.2722004706926254,"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."}}