{"id":"W4383893190","doi":"10.36510/learnland.v16i1.1106","title":"Statement of Purpose","year":2023,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Collaborative Teaching and Inclusion","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; The arts; Pedagogy; Resource (disambiguation); Work (physics); Engineering ethics; 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":[],"consensus_categories":[],"category_scores_codex":[0.03358317,0.0009534486,0.001771784,0.002833599,0.00262056,0.00847657,0.002730741,0.005223574,0.1244153],"category_scores_gemma":[0.0968712,0.0004447561,0.001407432,0.001036745,0.003456397,0.003990127,0.006237324,0.005398436,0.0404451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003569964,"about_ca_system_score_gemma":0.03601813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001580395,"about_ca_topic_score_gemma":0.002748507,"domain_scores_codex":[0.9824446,0.006377673,0.001857823,0.002714041,0.004848457,0.001757424],"domain_scores_gemma":[0.9402748,0.01718864,0.003531113,0.006168031,0.02114814,0.0116892],"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":[0.001848399,0.000467298,0.009222957,0.0121928,0.0001058978,0.00103582,0.003402268,0.0002372948,0.0007201586,0.07352453,0.654995,0.2422476],"study_design_scores_gemma":[0.0002140278,0.0002794919,0.003393537,0.01782868,0.00007606422,0.001789285,0.005426294,0.0002029728,0.0005231895,0.01451459,0.9556966,0.0000551808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02310148,0.03557517,0.03394796,0.3203804,0.09813709,0.08590184,0.03532283,0.001330414,0.3663028],"genre_scores_gemma":[0.1534684,0.01972913,0.0561399,0.3584666,0.02743632,0.1212964,0.01645583,0.001221947,0.2457855],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1244153,"threshold_uncertainty_score":0.4162107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078754134291982,"score_gpt":0.3301778646625642,"score_spread":0.3093903233196444,"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."}}