{"id":"W1627508094","doi":"10.21083/partnership.v9i1.2997","title":"Create Your Very Own SOP Story! Communicate Your Attributes, Values and Contributions in a Clear, Concise and Inviting Manner","year":2014,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brampton Civic Hospital","funders":"","keywords":"Casual; Conversation; Statement (logic); Psychology; Computer science; Epistemology; Communication; Political science; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003461222,0.001149634,0.0004437845,0.001061646,0.007714619,0.006213384,0.001293109,0.003105308,0.03959589],"category_scores_gemma":[0.0203319,0.0003957481,0.0005079044,0.0005937511,0.005593587,0.007478641,0.0103641,0.007424538,0.03188558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658728,"about_ca_system_score_gemma":0.002340411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003494065,"about_ca_topic_score_gemma":0.006902285,"domain_scores_codex":[0.9968461,0.001935728,0.00006513963,0.00009877668,0.0008115357,0.0002427202],"domain_scores_gemma":[0.9928006,0.001827551,0.000513461,0.0005144037,0.001836683,0.002507338],"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":[0.0000401293,0.00006304418,0.0007536041,0.0001776249,0.00001315866,0.0007476739,0.08243369,0.0001262117,0.001928412,0.02943999,0.8494663,0.03481016],"study_design_scores_gemma":[0.000008198987,0.00004375231,0.0004385314,0.0002038956,0.000005602139,0.0006384273,0.0544988,0.000187012,0.0007611134,0.005358392,0.9378147,0.00004163114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02599381,0.002295871,0.08026803,0.2775136,0.0208732,0.001305025,0.001322995,0.003927086,0.5865003],"genre_scores_gemma":[0.2554664,0.004143222,0.07694951,0.0678256,0.005254471,0.00229286,0.001378317,0.003363936,0.5833257],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03959589,"threshold_uncertainty_score":0.1324614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107308995751804,"score_gpt":0.402528592977753,"score_spread":0.2917976934025726,"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."}}