{"id":"W7099785422","doi":"","title":"DALHOUSIE UNIVERSITY","year":2011,"lang":"en","type":"article","venue":"","topic":"European Linguistics and Anthropology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research methodology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000823743,0.00001400571,0.00002022099,0.00001102131,0.0001885957,0.000002598893,0.00008259023,0.00001299674,0.003558381],"category_scores_gemma":[0.00004244971,0.00001356963,0.00001036301,0.00004090949,0.0002478399,0.00001348422,0.00001691197,0.00001843659,0.0002203875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004938848,"about_ca_system_score_gemma":0.00002424441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004423476,"about_ca_topic_score_gemma":0.001853847,"domain_scores_codex":[0.9997973,0.00003528047,0.00001790718,0.00004418945,0.00002989592,0.00007545132],"domain_scores_gemma":[0.9998896,0.000009158038,0.000007601262,0.00003611861,0.00002288644,0.00003469662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001064106,0.000009384545,0.002019191,1.499182e-7,0.00000108861,0.00001774382,0.00410313,6.511162e-9,0.00000215641,0.9921241,0.001225859,0.000496067],"study_design_scores_gemma":[0.00003403967,0.00001090413,0.003026853,4.670214e-7,0.000002048618,1.000553e-7,0.00697023,0.000001134896,0.0000195184,0.002124524,0.9877776,0.00003256618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01322627,0.000003205988,0.0003566221,0.0001276131,0.0001850548,0.00001129056,3.635776e-7,0.00004500392,0.9860446],"genre_scores_gemma":[0.9466626,0.00003980105,0.00110937,0.00008294544,0.00009006124,7.413832e-9,1.081174e-7,0.000001471737,0.0520136],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9899997,"threshold_uncertainty_score":0.9973525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07327725176647024,"score_gpt":0.2824840602501139,"score_spread":0.2092068084836437,"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."}}