{"id":"W6998745547","doi":"","title":"Beth Benjamin: Horticulturalist","year":2010,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Soquem (Canada)","funders":"","keywords":"Passion; Thriving; Mentorship; Order (exchange); Girl; Enthusiasm; Porch","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000922751,0.0002071522,0.0001558655,0.0000248665,0.0003553516,0.001167143,0.0004495953,0.0001128295,0.003223879],"category_scores_gemma":[0.0003010986,0.00008381956,0.0001097551,0.0007139628,0.000148707,0.002363814,0.000218205,0.0004016483,0.003218112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001087994,"about_ca_system_score_gemma":0.00001970817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009379527,"about_ca_topic_score_gemma":0.00002797545,"domain_scores_codex":[0.9987196,0.00001998527,0.0002871417,0.000344983,0.0002956961,0.0003325363],"domain_scores_gemma":[0.9993373,0.0001885559,0.00009663877,0.00009974221,0.0001029108,0.0001748595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004488567,0.0006861764,0.7153561,0.00001584831,0.00008770443,0.00001615861,0.00005452222,7.381512e-7,0.07089611,0.0543751,0.08686312,0.07160359],"study_design_scores_gemma":[0.00007239207,0.00003909247,0.2306673,0.000008605906,0.000007224477,0.000007734736,0.0001470564,0.000001924639,0.002923199,0.005047712,0.7608068,0.0002709638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501432,0.00002996579,4.781913e-7,0.007265158,0.0003600978,0.0001541558,0.002411627,0.000275579,0.03935974],"genre_scores_gemma":[0.9928418,0.000004261637,0.000350819,0.0009232799,0.0006347244,0.00002450928,0.001958488,0.000003184616,0.003258873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6739436,"threshold_uncertainty_score":0.9998698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974479156056429,"score_gpt":0.2137134354333698,"score_spread":0.1939686438728055,"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."}}