{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003227978,0.00003386871,0.00007501226,0.00002176749,0.0001368946,0.00002008653,0.0000500341,0.00002296767,0.0008416087],"category_scores_gemma":[0.0003592896,0.00003211158,0.0000287066,0.0001372818,0.0000414748,0.00003869099,0.00001368373,0.00008607337,0.00003098579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001549315,"about_ca_system_score_gemma":0.0001134284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000151199,"about_ca_topic_score_gemma":0.0006109617,"domain_scores_codex":[0.9993402,0.0002134035,0.00009419487,0.00008061701,0.0001525362,0.0001190837],"domain_scores_gemma":[0.9996985,0.00009000443,0.0000488041,0.00004807631,0.00008056669,0.00003405265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005418462,0.0001120607,0.3413876,0.00003058694,0.00004571009,0.000004148607,0.6227337,0.00008653723,0.0003875124,0.01036955,0.003908854,0.02092832],"study_design_scores_gemma":[0.0001011754,0.00001139851,0.01476413,0.00001278855,0.000007092161,1.994215e-7,0.3383696,0.000003832055,0.0004044903,0.0001180788,0.6461569,0.00005026835],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8515364,0.002579451,0.0001834354,0.05587012,0.0004591738,0.00009233729,0.000001161869,0.0001337052,0.08914419],"genre_scores_gemma":[0.9889354,0.0001613712,0.0002493511,0.00007533684,0.00009956464,0.000003824017,0.000003565643,0.000003295653,0.01046829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.642248,"threshold_uncertainty_score":0.9215025,"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."}}