{"id":"W4240222363","doi":"10.21153/ps2015vol1no1art463","title":"Thank You","year":2015,"lang":"en","type":"article","venue":"Persona Studies","topic":"Persona Design and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Exhibition; Persona; Library science; Management; Enthusiasm; Sociology; Media studies; Public relations; Political science; Psychology; Art history; Art; Humanities; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007195331,0.00167161,0.001544523,0.002287554,0.004991265,0.01579184,0.003009183,0.006355113,0.4023842],"category_scores_gemma":[0.07553596,0.0005526077,0.001219273,0.001145665,0.00222136,0.01004271,0.007732446,0.008751335,0.4164077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002149077,"about_ca_system_score_gemma":0.007095431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126108,"about_ca_topic_score_gemma":0.001880532,"domain_scores_codex":[0.9889033,0.00243418,0.000535636,0.001735949,0.005390728,0.001000153],"domain_scores_gemma":[0.9311846,0.004623379,0.002980815,0.003649869,0.03199283,0.02556857],"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":[0.00001490188,0.00001320318,0.0001268987,0.0000693285,0.000003660716,0.00007461891,0.0001330289,0.000006724033,0.00005475467,0.001294273,0.9759561,0.02225251],"study_design_scores_gemma":[0.000005058415,0.00001011039,0.0001029143,0.0001168587,0.000002853935,0.0002149533,0.000249277,0.000009283154,0.00003821631,0.0007114998,0.9985293,0.000009535117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001382542,0.01304343,0.005338933,0.4341262,0.3133547,0.000677522,0.003592835,0.005817976,0.222666],"genre_scores_gemma":[0.006436544,0.006060313,0.00420378,0.2191744,0.05017229,0.0006579578,0.002272259,0.003014019,0.7080085],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5976158,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2175150984050208,"score_gpt":0.3538622614365482,"score_spread":0.1363471630315274,"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."}}