{"id":"W1490171642","doi":"10.21083/partnership.v7i1.1919","title":"Profile: Jennifer Easter","year":2012,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph-Humber","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003071562,0.00003751341,0.00005484642,0.000177175,0.001945819,0.0005695036,0.00009858495,0.00005148949,0.000217374],"category_scores_gemma":[0.0007718956,0.00002215476,0.00001865658,0.0002949589,0.0005159295,0.0236468,0.00002503487,0.0003438602,0.00001986559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001477323,"about_ca_system_score_gemma":0.0008354716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009038204,"about_ca_topic_score_gemma":0.0004283453,"domain_scores_codex":[0.9987188,0.0004967367,0.0001706151,0.00002362034,0.0003006695,0.0002895662],"domain_scores_gemma":[0.9986516,0.0005390987,0.00009966883,0.00005070945,0.0001668178,0.000492168],"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":[0.00004917364,0.00000831798,0.007878328,0.00001940734,0.00003580937,0.000003943932,0.08669156,0.00000134391,4.790897e-7,0.8485759,0.04825624,0.00847945],"study_design_scores_gemma":[0.00008402059,0.00003138362,0.006663772,0.00001218961,0.000009026158,0.00004421923,0.04519446,0.000006817473,0.000005096654,0.0003748258,0.9475412,0.00003296928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02693043,0.003514774,0.000005609607,0.2771973,0.0002352539,0.0001926328,0.000003642253,0.000004349302,0.691916],"genre_scores_gemma":[0.9936554,0.0009326935,0.00009368917,0.001924195,0.0005573477,0.00000253312,0.00000152821,0.00000234402,0.002830264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.966725,"threshold_uncertainty_score":0.9993535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08748662585746675,"score_gpt":0.3839874721355951,"score_spread":0.2965008462781283,"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."}}