{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002232412,0.00003585649,0.00007628973,0.00001576699,0.0001097666,0.00001494626,0.00007503563,0.00001979965,0.000490922],"category_scores_gemma":[0.0003335588,0.00003237878,0.00002512135,0.0001210731,0.00004376925,0.00004133928,0.0000121409,0.00009277603,0.00005302981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008998139,"about_ca_system_score_gemma":0.00004534267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001364275,"about_ca_topic_score_gemma":0.00009437816,"domain_scores_codex":[0.9994337,0.0001397824,0.00009388781,0.00007701085,0.000146308,0.0001093215],"domain_scores_gemma":[0.9997612,0.0000623957,0.00005573597,0.00002681352,0.00003272915,0.00006118862],"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":[0.00000918964,0.00002577941,0.166464,0.00002203455,0.00001987091,5.297017e-7,0.817522,0.00009064069,0.0001240126,0.002776112,0.00415002,0.008795783],"study_design_scores_gemma":[0.000115301,0.00004014323,0.006999813,0.000006557245,0.000006476126,2.677821e-8,0.3026897,0.00002326147,0.00008969848,0.00003409398,0.6899416,0.00005332809],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6722054,0.001077951,0.0003871462,0.273333,0.0002346434,0.0001992913,0.000001440718,0.0002607989,0.0523003],"genre_scores_gemma":[0.9983665,0.00006378027,0.0001521847,0.0002943331,0.0001583326,0.000003591435,0.000001628452,0.000003591725,0.0009560371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6857916,"threshold_uncertainty_score":0.5375252,"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."}}