{"id":"W4238851360","doi":"10.21971/p72w2n","title":"Editor's Note","year":2016,"lang":"en","type":"article","venue":"Crossing boundaries","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0002971792,0.0001798345,0.0001722242,0.00007024391,0.01077833,0.03956402,0.0002174974,0.00009680854,0.0002724945],"category_scores_gemma":[0.0006532198,0.00011794,0.00007050567,0.0001669953,0.02795119,0.0007425002,0.00009634835,0.00008934971,0.006394432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424813,"about_ca_system_score_gemma":0.003123415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001084861,"about_ca_topic_score_gemma":0.0001671116,"domain_scores_codex":[0.9986125,0.00003736072,0.0002057078,0.000304167,0.0003448351,0.0004954688],"domain_scores_gemma":[0.9991003,0.0001283702,0.00009931334,0.0004367025,0.0001509324,0.00008432548],"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":[0.0002124389,0.0000702006,0.007280139,0.00002616891,0.00004376153,0.00002984215,0.008341162,0.000002751397,0.2668345,0.01730339,0.6640124,0.03584321],"study_design_scores_gemma":[0.0004912633,0.00002124639,0.003176718,0.00007954604,0.00001106883,0.00001002,0.00001794308,0.00001090294,0.01857721,0.005339337,0.9720426,0.0002221512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8966922,0.0004997335,0.05136543,0.002947019,0.04078884,0.0002241942,0.0003124206,0.002165646,0.005004476],"genre_scores_gemma":[0.982362,2.055963e-7,0.002896521,0.0001398704,0.008692666,0.000007481246,0.000003331568,0.00009569363,0.005802259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3080302,"threshold_uncertainty_score":0.9943792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375475483653196,"score_gpt":0.2907692684330931,"score_spread":0.2770145135965612,"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."}}