{"id":"W2295826908","doi":"10.35608/ruraled.v35i2.349","title":"About The Rural Educator","year":2018,"lang":"en","type":"article","venue":"The Rural Educator","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Cover (algebra); Mathematics education; Psychology; Pedagogy; Library science; Computer science; Engineering","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002741469,0.0001677266,0.0001229423,0.00001263488,0.001372827,0.0001477047,0.0007658085,0.00004292579,0.002701996],"category_scores_gemma":[0.0002026322,0.00004272373,0.00009103501,0.0007023136,0.0006313701,0.0001385601,0.0001573711,0.0001590097,0.002050295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005721211,"about_ca_system_score_gemma":0.0001261133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007550946,"about_ca_topic_score_gemma":0.0001556627,"domain_scores_codex":[0.998937,0.00007794591,0.0002080574,0.0001590645,0.0002564883,0.0003615036],"domain_scores_gemma":[0.999036,0.0003366917,0.0001064106,0.000165471,0.0002628352,0.00009254873],"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":[0.00004296017,0.0003170464,0.02097134,0.000004637038,0.000104574,2.211547e-7,0.006238013,2.251717e-7,0.01074857,0.04454574,0.8701372,0.0468895],"study_design_scores_gemma":[0.00006505483,0.0001290548,0.2706372,0.00002695047,0.00002756496,0.00001361164,0.09505945,0.000002370318,0.0007789418,0.003140301,0.6298797,0.0002397454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101161,0.0005651058,1.14808e-7,0.08039819,0.002906297,0.0002339346,0.00002288982,0.00005539567,0.005701993],"genre_scores_gemma":[0.9818159,0.00005766581,0.00002679122,0.00435026,0.005512867,0.00008632735,0.00003133488,0.000001706337,0.008117185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2496659,"threshold_uncertainty_score":0.9999272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03245725355731277,"score_gpt":0.2826233850775945,"score_spread":0.2501661315202817,"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."}}