{"id":"W4250047788","doi":"10.36510/learnland.v6i2.866","title":"Statement of Purpose","year":2013,"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; Epistemology","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":[0.00008283821,0.00004573967,0.00006204667,0.00004148532,0.00002250794,0.00001455376,0.00003370959,0.0000217057,0.02784627],"category_scores_gemma":[0.00001234417,0.00004122093,0.00001860863,0.00003690355,0.000005331006,0.00007494235,0.000005617887,0.00006851595,0.004371732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001163643,"about_ca_system_score_gemma":0.000002600435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001468806,"about_ca_topic_score_gemma":0.000003473199,"domain_scores_codex":[0.9996475,0.00001981719,0.0001168881,0.00004521945,0.00009241494,0.00007814325],"domain_scores_gemma":[0.9998671,0.00001291886,0.00001919653,0.00005082311,0.000025797,0.00002418207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004501871,0.00003587383,0.02364999,0.0001968581,0.00005730975,7.362025e-7,0.005380985,0.6372287,0.1112973,0.00004176526,0.1281904,0.09391565],"study_design_scores_gemma":[0.0007676511,0.0001363416,0.2251117,0.00006136792,0.00002035547,0.000001882779,0.001267538,0.4516796,0.00391686,0.0002430207,0.3164635,0.0003302099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881945,0.00004403458,0.001139069,0.00002803379,0.0001395023,0.00007180002,3.435304e-7,0.0001713245,0.0102114],"genre_scores_gemma":[0.9980151,0.0000278088,0.0002298157,0.000008220706,0.00007366078,0.00001460856,0.000009619969,0.000009863013,0.001611294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2014617,"threshold_uncertainty_score":0.9964035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203004027400545,"score_gpt":0.2330726206134113,"score_spread":0.2210425803394058,"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."}}