{"id":"W4234944037","doi":"10.21971/p7xs3r","title":"Editor's Note","year":2008,"lang":"en","type":"article","venue":"Crossing boundaries","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; History","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":[0.0001906707,0.0001945164,0.0002054942,0.00008075905,0.02901576,0.02635162,0.0002087325,0.000103918,0.0001311956],"category_scores_gemma":[0.0003644372,0.0001920735,0.00008183618,0.0002815743,0.03916504,0.0006054136,0.0000841436,0.0002173699,0.003544134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001809006,"about_ca_system_score_gemma":0.005011617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003307053,"about_ca_topic_score_gemma":0.0001319832,"domain_scores_codex":[0.9985383,0.00003465572,0.000222655,0.0002956085,0.0004201859,0.0004885996],"domain_scores_gemma":[0.9991904,0.00005959745,0.00009654025,0.0004068266,0.0001588261,0.00008777018],"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":[0.0001572526,0.0001131271,0.01279795,0.00002913003,0.00003904895,0.0001898816,0.04271139,0.00008376325,0.01808561,0.00360096,0.9207906,0.001401268],"study_design_scores_gemma":[0.0003469438,0.00002194834,0.009210543,0.00001970198,0.000009749969,0.0001128391,0.00003853011,0.0001504568,0.005232175,0.0009135166,0.9836993,0.0002442807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745345,0.0004835661,0.004529711,0.0002302439,0.01529653,0.0001084761,0.00006382917,0.001040797,0.003712334],"genre_scores_gemma":[0.9822572,4.228203e-7,0.005637649,0.0001918266,0.008360578,0.000006458627,0.00001600435,0.00009720793,0.003432652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06290869,"threshold_uncertainty_score":0.9972317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180590746783885,"score_gpt":0.2902729453340389,"score_spread":0.2684670378662001,"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."}}