{"id":"W4407505849","doi":"10.5406/1945662x.124.1.10","title":"Gripla","year":2025,"lang":"en","type":"article","venue":"The Journal of English and Germanic Philology","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000443564,0.00005700537,0.0001183176,0.00001260152,0.0001322818,0.00001447636,0.0002205527,0.00005340788,0.0001102676],"category_scores_gemma":[0.000126921,0.0000129327,0.00003625828,0.0001614155,0.00006910563,0.00006216304,0.00007117513,0.0001999764,0.000004885561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007203616,"about_ca_system_score_gemma":0.00001085403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009693474,"about_ca_topic_score_gemma":0.00003247608,"domain_scores_codex":[0.9994642,0.00009424298,0.000168816,0.0000489681,0.00008750575,0.000136246],"domain_scores_gemma":[0.9993702,0.0002791735,0.0000703811,0.00002099051,0.0002192747,0.00003998464],"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":[0.0007170201,0.0002677137,0.01491864,0.00003825473,0.0004081664,0.0000537611,0.002996878,0.000004860451,0.1171015,0.03695077,0.5337474,0.292795],"study_design_scores_gemma":[0.00032506,0.0003690511,0.4452679,0.00003369647,0.0000468571,0.00009107201,0.0009570737,0.000002595572,0.001453806,0.01379354,0.5375526,0.0001067538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696474,0.001749638,0.00000316477,0.01352373,0.0004602074,0.00005701766,0.000001381615,0.000007865837,0.01454957],"genre_scores_gemma":[0.9967959,0.0009790009,0.000004763279,0.0006730905,0.0005017918,5.264241e-7,0.000001572384,1.571045e-7,0.001043233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4303493,"threshold_uncertainty_score":0.1207353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008418521682131806,"score_gpt":0.2243720384812339,"score_spread":0.2159535167991021,"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."}}