{"id":"W4241647639","doi":"10.25071/1923-9408.25513","title":"from Tryst","year":2003,"lang":"en","type":"article","venue":"Tessera","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":[0.0002224376,0.001214525,0.0008057945,0.001827137,0.001387267,0.003656301,0.0009637336,0.001155346,0.8662712],"category_scores_gemma":[0.001487914,0.0004384826,0.0005861385,0.00127605,0.0003879211,0.002269301,0.002898405,0.001664943,0.7937904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005596256,"about_ca_system_score_gemma":0.000830534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002018902,"about_ca_topic_score_gemma":0.00588771,"domain_scores_codex":[0.999781,0.00001818889,0.00001034286,0.00004831116,0.00009372279,0.00004849632],"domain_scores_gemma":[0.9996542,0.0000706279,0.00001221362,0.00007000814,0.000112369,0.00008071177],"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":[0.00008337234,0.0000568124,0.0002821774,0.0001748215,0.000008250589,0.0001193119,0.0001781562,0.00009087145,0.000560231,0.005796805,0.8213821,0.1712671],"study_design_scores_gemma":[0.000008711115,0.00001236931,0.0002460157,0.00008938336,0.000005618496,0.0001023155,0.0000743123,0.00005382203,0.0003381663,0.001837972,0.9972255,0.000005886023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009889603,0.0008191672,0.0008993823,0.001208187,0.0007735575,0.00003835054,0.002737558,0.002064583,0.9904702],"genre_scores_gemma":[0.001609423,0.0002807127,0.0002424207,0.000210074,0.00004722836,0.00001154061,0.00105225,0.0004219557,0.9961243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8662712,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683088037338821,"score_gpt":0.2534348503518588,"score_spread":0.2366039699784706,"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."}}