{"id":"W4389437372","doi":"10.36510/learnland.v14i1.1029","title":"Statement of Purpose","year":2021,"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":"McGill University","funders":"","keywords":"Statement (logic); General partnership; Inclusion (mineral); Sociology; Work (physics); Pedagogy; The arts; Resource (disambiguation); Mission statement; Public relations; Political science; Computer science; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03268448,0.0009334499,0.001710249,0.002817748,0.002611347,0.008411776,0.002704185,0.005112136,0.1253814],"category_scores_gemma":[0.0906588,0.0004451885,0.001351349,0.001019819,0.003428983,0.004027246,0.006119764,0.005359332,0.0408386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003420878,"about_ca_system_score_gemma":0.03367687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388792,"about_ca_topic_score_gemma":0.002439682,"domain_scores_codex":[0.9831336,0.006229811,0.001760853,0.002614647,0.004575075,0.00168598],"domain_scores_gemma":[0.9439881,0.01606361,0.003321015,0.005751822,0.0196716,0.01120378],"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":[0.001823822,0.0004916727,0.008898474,0.01161176,0.00009532276,0.0009918472,0.003565595,0.0002364238,0.0007248248,0.07329605,0.6609646,0.2372995],"study_design_scores_gemma":[0.0002073301,0.0002896477,0.003430206,0.01694709,0.00006744129,0.001743514,0.005994147,0.0002024357,0.0005131419,0.014992,0.9555588,0.00005425006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02419638,0.03325954,0.03378251,0.3136352,0.09686013,0.09089606,0.03433777,0.001288934,0.3717436],"genre_scores_gemma":[0.1552989,0.01846327,0.05716025,0.3447707,0.02586081,0.1288496,0.01584755,0.001216107,0.2525329],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8746186,"threshold_uncertainty_score":0.4194425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07745984547871246,"score_gpt":0.3757598266999069,"score_spread":0.2982999812211945,"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."}}