{"id":"W2522971044","doi":"","title":"IN MEMORIAM – WILLIAM M. TALLEY","year":2009,"lang":"fr","type":"article","venue":"McGill Journal of Education / Revue des sciences de l'éducation de McGill","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Media studies; Sociology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.002452733,0.0003176591,0.0004626101,0.0001927928,0.001051361,0.0001776918,0.0008812253,0.0002657192,0.0005955313],"category_scores_gemma":[0.0006182364,0.000169464,0.0002728372,0.002059201,0.0003952994,0.001635383,0.00003482401,0.000417402,0.00007467796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859549,"about_ca_system_score_gemma":0.0003358836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006204556,"about_ca_topic_score_gemma":0.0007974843,"domain_scores_codex":[0.9966914,0.0005830986,0.001088455,0.0004243303,0.000466158,0.0007465651],"domain_scores_gemma":[0.9974573,0.0002772146,0.001038254,0.000109467,0.0006512827,0.0004665416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000160522,0.006870779,0.01067563,0.0003654487,0.000100984,0.0001165729,0.007621284,0.004709446,0.109658,0.09438051,0.3480428,0.417298],"study_design_scores_gemma":[0.0002823249,0.001377969,0.1213258,0.00114798,0.00006663025,0.003089401,0.005728755,0.0001470829,0.00162387,0.03570467,0.8289807,0.0005248084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8163878,0.01098451,0.00002261954,0.1202533,0.02239941,0.0005095968,0.00007133211,0.00002915171,0.02934228],"genre_scores_gemma":[0.9676614,0.002060338,0.003037025,0.005277007,0.005267869,0.0000133506,0.00001021743,0.000003771978,0.01666897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4809379,"threshold_uncertainty_score":0.8086324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.149621322531396,"score_gpt":0.3577173414285282,"score_spread":0.2080960188971322,"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."}}