{"id":"W4214568558","doi":"10.21971/p7ps3k","title":"Editor's Note","year":2013,"lang":"en","type":"article","venue":"Crossing boundaries","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Philosophy; 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":[0.0001873836,0.0001940259,0.000185586,0.00007270703,0.0135271,0.1282349,0.0002277823,0.0001051708,0.0008452942],"category_scores_gemma":[0.0003478223,0.0001801278,0.00006840966,0.0002245809,0.02116179,0.001146468,0.0001014443,0.0002020928,0.02119119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605881,"about_ca_system_score_gemma":0.002409938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001569076,"about_ca_topic_score_gemma":0.0001641393,"domain_scores_codex":[0.9985896,0.00003451644,0.0002239257,0.0002830426,0.0003451665,0.0005237252],"domain_scores_gemma":[0.9990766,0.00006466579,0.00009798509,0.0004210115,0.0002399718,0.00009977177],"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":[0.00002166967,0.00005154972,0.00307599,0.00002647558,0.00002464995,0.000006219791,0.01072872,0.00002399935,0.03282358,0.003704367,0.943455,0.006057786],"study_design_scores_gemma":[0.000246889,0.00001796995,0.009116191,0.00002549384,0.00001021371,0.000008488277,0.00008827271,0.000439392,0.003981243,0.006225565,0.9796009,0.0002393645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676097,0.0003579224,0.00467608,0.000841728,0.01941983,0.0002990271,0.00004368446,0.001219796,0.005532205],"genre_scores_gemma":[0.9819381,8.165385e-8,0.006571268,0.0002916742,0.007360749,0.00002954667,0.0000143681,0.0001011593,0.003693035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1270885,"threshold_uncertainty_score":0.9877571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165538766432916,"score_gpt":0.278727989172923,"score_spread":0.2670726015085938,"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."}}