{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007090326,0.001246719,0.0008404992,0.0009961952,0.003173881,0.002907374,0.001271448,0.002415516,0.6429559],"category_scores_gemma":[0.002951715,0.0005952087,0.0007513612,0.0005235641,0.0005702997,0.003362649,0.00488566,0.003654995,0.4112718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007823749,"about_ca_system_score_gemma":0.001518195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002900086,"about_ca_topic_score_gemma":0.01029139,"domain_scores_codex":[0.9994174,0.0001134442,0.00002713905,0.0001326317,0.0001834318,0.0001258747],"domain_scores_gemma":[0.9973685,0.000169024,0.00005460147,0.0001652759,0.0006754394,0.001567219],"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":[0.00003430279,0.00004319027,0.000161387,0.00006227365,0.000002265481,0.0003659146,0.0001653298,0.0000177817,0.0004922053,0.000351017,0.960187,0.03811732],"study_design_scores_gemma":[0.000005876942,0.00003269029,0.0003646433,0.00003748583,0.00000193442,0.0007315365,0.0004852065,0.00004307603,0.00009064587,0.0001772854,0.9980201,0.000009600907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006574331,0.005837029,0.00842678,0.04474504,0.07078114,0.0007638414,0.002553935,0.01089985,0.8494181],"genre_scores_gemma":[0.004505677,0.001082501,0.001594746,0.006533671,0.002414814,0.0001100773,0.000400714,0.0008194696,0.9825382],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6429559,"threshold_uncertainty_score":0.5092801,"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."}}