{"id":"W4234174294","doi":"10.36510/learnland.v10i1.713","title":"Statement of Purpose","year":2016,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statement (logic); Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0281998,0.0008764601,0.001546946,0.002601668,0.002754645,0.009069665,0.002642197,0.006407126,0.1085877],"category_scores_gemma":[0.125075,0.0004436372,0.001377432,0.0007537672,0.003461546,0.003095469,0.006479954,0.004871551,0.03343317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00220547,"about_ca_system_score_gemma":0.02332549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007080393,"about_ca_topic_score_gemma":0.001649118,"domain_scores_codex":[0.9830427,0.006281696,0.002065547,0.002215987,0.0046097,0.001784385],"domain_scores_gemma":[0.9188049,0.02881904,0.005261504,0.008269901,0.02261619,0.01622849],"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":[0.002977963,0.001324537,0.01974034,0.01526045,0.000219255,0.001617037,0.002376089,0.0002480136,0.001151574,0.06501555,0.6266552,0.2634141],"study_design_scores_gemma":[0.0005731831,0.0005899707,0.009184609,0.02416177,0.0002174767,0.003295997,0.004907139,0.0004636301,0.001301883,0.01955707,0.9356298,0.0001175016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03261697,0.0259979,0.02556666,0.3435606,0.1484877,0.06805104,0.02711524,0.001278058,0.3273259],"genre_scores_gemma":[0.1822509,0.01365969,0.04414507,0.4260086,0.0464008,0.0917202,0.01168331,0.001039973,0.1830915],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1085877,"threshold_uncertainty_score":0.3632619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022083858912115,"score_gpt":0.3597710483548746,"score_spread":0.3295502097657534,"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."}}