{"id":"W4233360700","doi":"10.36510/learnland.v1i2.841","title":"Statement of Purpose","year":2008,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02486708,0.001195096,0.003317746,0.003575396,0.002051268,0.008754276,0.003757371,0.007495241,0.09247141],"category_scores_gemma":[0.2101814,0.0005064472,0.002277466,0.001318491,0.003792486,0.002498029,0.006871704,0.004322553,0.02289758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003209549,"about_ca_system_score_gemma":0.01268616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006145042,"about_ca_topic_score_gemma":0.0008018474,"domain_scores_codex":[0.9744665,0.008456324,0.003531418,0.002064354,0.009885869,0.001595511],"domain_scores_gemma":[0.8171749,0.0573002,0.01160995,0.01872391,0.07582394,0.01936709],"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":[0.003175758,0.0008075665,0.01373707,0.02149339,0.0005683831,0.002756476,0.002768329,0.0005869843,0.002014686,0.04591336,0.664469,0.2417091],"study_design_scores_gemma":[0.0005466941,0.0004525196,0.00735091,0.02740509,0.0005267623,0.005690814,0.003320478,0.001384579,0.002042805,0.01527185,0.9358751,0.000132388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02109264,0.04448079,0.03813478,0.2894976,0.2820244,0.04905114,0.03306296,0.001596142,0.2410595],"genre_scores_gemma":[0.222921,0.02248001,0.04179945,0.3592448,0.09688134,0.06984261,0.01209142,0.001649005,0.1730903],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9075286,"threshold_uncertainty_score":0.3093477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02211606653641081,"score_gpt":0.2435151063309296,"score_spread":0.2213990397945188,"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."}}