{"id":"W3160708223","doi":"10.29173/pathfinder36","title":"Best Practices & Qualities of Recreational Dementia Friendly Reading Materials","year":2021,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Dementia; Reading (process); Recreation; Environmentally friendly; User Friendly; Psychology; Medicine; Computer science; Political science; Disease; Pathology","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":[0.005364339,0.0004557089,0.0003471316,0.005738906,0.003796284,0.007521676,0.001206363,0.001537733,0.00654196],"category_scores_gemma":[0.01810972,0.0003567488,0.0005263032,0.004856775,0.003872537,0.005606314,0.002424907,0.001355493,0.001784664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002997304,"about_ca_system_score_gemma":0.006912275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00745614,"about_ca_topic_score_gemma":0.02582919,"domain_scores_codex":[0.9881136,0.006451459,0.001237621,0.000329774,0.003406827,0.0004607856],"domain_scores_gemma":[0.9849088,0.008321095,0.001591212,0.001157152,0.00335434,0.0006674226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000714494,0.0003837457,0.008418408,0.009251202,0.0000360405,0.005092686,0.17419,0.0002503466,0.004034529,0.04211158,0.03860734,0.7175527],"study_design_scores_gemma":[0.00001372673,0.0001526435,0.02015151,0.01343995,0.00007204732,0.007736895,0.1744625,0.0001857989,0.003342164,0.01353805,0.7667966,0.0001081474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1835718,0.06108868,0.02675275,0.0311009,0.001158284,0.001382923,0.0008698148,0.0008535709,0.6932214],"genre_scores_gemma":[0.7430845,0.05718004,0.1245455,0.003854246,0.0002607871,0.0008680584,0.0007017507,0.0003421067,0.06916294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007521676,"threshold_uncertainty_score":0.02836972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064108542992773,"score_gpt":0.3551282208326457,"score_spread":0.2487173665333684,"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."}}