{"id":"W4235347649","doi":"10.36510/learnland.v4i1.855","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); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0250617,0.001184695,0.003045241,0.003367698,0.002002016,0.008006005,0.003469624,0.007106956,0.08517881],"category_scores_gemma":[0.2060214,0.0004845019,0.002250034,0.001250982,0.003685879,0.002374364,0.006707287,0.004148897,0.02124588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002946621,"about_ca_system_score_gemma":0.01225273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005802662,"about_ca_topic_score_gemma":0.0007588975,"domain_scores_codex":[0.9744669,0.008821289,0.003580117,0.001993569,0.009605254,0.001532814],"domain_scores_gemma":[0.8201027,0.05884055,0.01110975,0.01864005,0.07283123,0.01847575],"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":[0.003684734,0.0008812347,0.01473678,0.02333472,0.000626954,0.002806118,0.002928382,0.0006317155,0.002342328,0.04595315,0.6292012,0.2728726],"study_design_scores_gemma":[0.0005834189,0.0005185891,0.00783197,0.0274368,0.0005817959,0.005614372,0.003232349,0.001316949,0.002340516,0.01507986,0.9353301,0.0001331664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02349651,0.04526116,0.043229,0.2842229,0.268802,0.05581066,0.03395524,0.001555347,0.2436672],"genre_scores_gemma":[0.2271955,0.02291126,0.04820989,0.3452355,0.0923799,0.07910768,0.01197198,0.001562679,0.1714258],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9148212,"threshold_uncertainty_score":0.2849515,"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."}}