{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004201749,0.001451344,0.002309061,0.001549898,0.004586734,0.006810263,0.004064023,0.02623668,0.06253408],"category_scores_gemma":[0.05023965,0.0009252919,0.001858757,0.001232989,0.002253816,0.003355008,0.002453434,0.0280895,0.03220896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002641088,"about_ca_system_score_gemma":0.006182358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00467911,"about_ca_topic_score_gemma":0.01344385,"domain_scores_codex":[0.9958936,0.0005867106,0.0004161572,0.0007622105,0.001750741,0.0005906438],"domain_scores_gemma":[0.9873784,0.003830618,0.0009096402,0.000705343,0.005085121,0.002090971],"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":[0.00001100025,0.000004902861,0.00003351179,0.00002847186,0.000003817483,0.0001823006,0.0000168124,0.00001014534,0.00001842752,0.0004453752,0.9967983,0.002446944],"study_design_scores_gemma":[0.00002473123,0.000009860463,0.0002184884,0.0001672969,0.00001319072,0.0003009802,0.0000939328,0.00006322851,0.00008156308,0.0008742905,0.9981366,0.00001587247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001391223,0.001704197,0.0001976363,0.2837349,0.7032254,0.00003263904,0.00008479806,0.00008672193,0.01079473],"genre_scores_gemma":[0.002615347,0.001895412,0.0005818168,0.5083385,0.3893739,0.0001027774,0.00007230301,0.0001183556,0.09690165],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06253408,"threshold_uncertainty_score":0.2091973,"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."}}