{"id":"W4242844839","doi":"10.36510/learnland.v5i1.860","title":"Statement of Purpose","year":2011,"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); Accounting; Business; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02677076,0.001273601,0.003315054,0.003461783,0.002079906,0.009577072,0.003558283,0.007702893,0.08925125],"category_scores_gemma":[0.2354378,0.0005349411,0.002474262,0.00127939,0.004084732,0.002539667,0.007107639,0.00457918,0.02290753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003523743,"about_ca_system_score_gemma":0.01417225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006589338,"about_ca_topic_score_gemma":0.0008587824,"domain_scores_codex":[0.9727664,0.009581645,0.003880116,0.00226197,0.009834443,0.001675486],"domain_scores_gemma":[0.8023281,0.06577445,0.01278043,0.01901526,0.0793397,0.02076204],"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":[0.003419628,0.000793464,0.01253751,0.02609017,0.0006491867,0.002429549,0.0025276,0.0006083198,0.001824556,0.04489096,0.6682039,0.2360253],"study_design_scores_gemma":[0.0006048165,0.0004538284,0.006049369,0.037497,0.00057703,0.004816544,0.0030613,0.001188522,0.001910242,0.01449976,0.9292074,0.0001341296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.01783301,0.05150125,0.03650802,0.287467,0.3029417,0.05466091,0.03525664,0.001490982,0.2123405],"genre_scores_gemma":[0.2029579,0.02587856,0.04457737,0.3775043,0.1022708,0.08063632,0.01246253,0.001606974,0.1521052],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9107487,"threshold_uncertainty_score":0.2985752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03220063852977716,"score_gpt":0.2415308343827099,"score_spread":0.2093301958529327,"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."}}