{"id":"W4237918581","doi":"10.36510/learnland.v3i2.853","title":"Statement of Purpose","year":2010,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statement (logic); Computer science; Philosophy; Linguistics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001468926,0.00004404797,0.00005772438,0.00004238341,0.00002603265,0.000009812432,0.00003796332,0.00003028516,0.01240495],"category_scores_gemma":[0.00002192299,0.00004089886,0.00001907585,0.00003536136,0.000007277527,0.00004269196,0.000005362807,0.0001578074,0.0009231865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004827578,"about_ca_system_score_gemma":0.000003791613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.729161e-7,"about_ca_topic_score_gemma":0.00002346423,"domain_scores_codex":[0.9996719,0.00001262653,0.0001056296,0.00004640989,0.00009232391,0.00007110713],"domain_scores_gemma":[0.9998636,0.0000137433,0.00001902125,0.0000605553,0.00001927417,0.00002377793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009454727,0.0000339828,0.02517109,0.0001254185,0.00003627605,0.000001414891,0.004182483,0.199558,0.6895825,0.0001212421,0.02434047,0.0568377],"study_design_scores_gemma":[0.0006073436,0.00007781372,0.0971041,0.00002277636,0.00001803153,0.000002929834,0.0003873025,0.1627121,0.009605692,0.0001172947,0.7291067,0.0002380043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894896,0.00001286439,0.0006555787,0.00001686948,0.0003860142,0.0000353523,6.289867e-7,0.0001617029,0.009241456],"genre_scores_gemma":[0.9985874,0.00001293748,0.0003450526,0.000004963452,0.0001367204,0.0000043702,0.00001019823,0.00000995538,0.0008884091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7047662,"threshold_uncertainty_score":0.9998547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027474068504312,"score_gpt":0.2459033515592491,"score_spread":0.235628610874206,"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."}}