{"id":"W4247064641","doi":"10.36510/learnland.v13i1.997","title":"Statement of Purpose","year":2020,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statement (logic); General partnership; Inclusion (mineral); Sociology; The arts; Pedagogy; Resource (disambiguation); Work (physics); Public relations; Engineering ethics; Political science; Visual arts; Computer science; Engineering; Social science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.03263786,0.0009345312,0.001708137,0.002806887,0.002620698,0.008437816,0.002708368,0.005140482,0.1275082],"category_scores_gemma":[0.09091335,0.0004460751,0.001347842,0.001017762,0.003414122,0.00404482,0.00612773,0.005389696,0.04162778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003423527,"about_ca_system_score_gemma":0.03378342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001390523,"about_ca_topic_score_gemma":0.00244854,"domain_scores_codex":[0.9831202,0.006233931,0.001757777,0.002621557,0.004582012,0.001684484],"domain_scores_gemma":[0.9438324,0.01606667,0.003316273,0.005768868,0.01976813,0.01124759],"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":[0.001788632,0.000484521,0.008675964,0.01133363,0.0000936396,0.0009727498,0.003502647,0.0002326223,0.0007130393,0.07231358,0.6652004,0.2346885],"study_design_scores_gemma":[0.0002059581,0.0002846608,0.003367679,0.01665555,0.00006641695,0.001712389,0.005880889,0.0002000754,0.0005046863,0.01488987,0.9561781,0.00005375214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02376914,0.03275329,0.03379872,0.3137398,0.09697228,0.08976711,0.03424614,0.001299544,0.3736539],"genre_scores_gemma":[0.1532124,0.01820903,0.05689357,0.346203,0.02589348,0.1274505,0.01588221,0.001227348,0.2550285],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1275082,"threshold_uncertainty_score":0.4265574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093236690974424,"score_gpt":0.3697422993681068,"score_spread":0.2604186302706644,"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."}}