{"id":"W2408353146","doi":"10.12968/prps.2016.sup185.7","title":"A special visitor","year":2016,"lang":"en","type":"article","venue":"Practical Pre-School","topic":"Persona Design and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Olds College","funders":"","keywords":"Visitor pattern; Persona; Resource (disambiguation); Psychology; Aesthetics; Significant difference; Sociology; Art; Computer science; Humanities; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001967097,0.00009664241,0.00009494412,0.00003585804,0.0000997936,0.0001540097,0.0004829844,0.00005949469,0.0008700367],"category_scores_gemma":[0.0008744137,0.00006470261,0.00005527933,0.0001702633,0.00004084381,0.0009655107,0.0001686832,0.0001409909,0.005530307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006516511,"about_ca_system_score_gemma":0.0001586204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004223505,"about_ca_topic_score_gemma":8.945403e-7,"domain_scores_codex":[0.9989184,0.00006307392,0.0001543775,0.0003511028,0.0002600692,0.0002530066],"domain_scores_gemma":[0.9986437,0.000355498,0.0000541716,0.0005273125,0.0000509661,0.0003683273],"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":[0.00004808007,0.0002857944,0.0004640818,0.000004590526,0.00002477084,0.00004309853,0.000101294,3.88075e-7,0.0289217,0.3855661,0.5022302,0.08230995],"study_design_scores_gemma":[0.0004982741,0.00007440983,0.01010676,0.00001391258,0.00001006355,0.00007089267,0.00000612547,0.001287964,0.002108156,0.01949679,0.9660735,0.0002531356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001335181,0.00001216379,0.9135334,0.02897411,0.0004025695,0.0001798018,0.000002920638,0.0001986951,0.05536117],"genre_scores_gemma":[0.7032798,0.00003638728,0.2604958,0.003461176,0.01536773,0.0002149023,0.000001247369,0.00002865818,0.01711424],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7019446,"threshold_uncertainty_score":0.995244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585441952568093,"score_gpt":0.3085698517125501,"score_spread":0.2827154321868692,"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."}}