{"id":"W7043323665","doi":"","title":"Sensory Design Guidelines: Inclusive Children’s Treatment Centres","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurotypical; Sensory system; Autism spectrum disorder; Sensory processing; Affect (linguistics); Autism; Special needs","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009994798,0.001471919,0.001742563,0.004654906,0.002827293,0.0005965691,0.00657346,0.001435279,0.0001239055],"category_scores_gemma":[0.0002365208,0.00171688,0.0006845446,0.004188232,0.00178011,0.001029395,0.00373477,0.001909054,0.004036641],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009148072,"about_ca_system_score_gemma":0.004628757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03038715,"about_ca_topic_score_gemma":0.002507792,"domain_scores_codex":[0.9859416,0.005959936,0.0005621879,0.003071684,0.002417228,0.002047289],"domain_scores_gemma":[0.9931864,0.0004398156,0.0008745617,0.002435245,0.001239171,0.001824805],"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":[0.002263166,0.0006088223,0.000746669,0.00006612406,0.002294095,0.01096315,0.0006701287,0.0001490985,0.001297235,0.449865,0.5304447,0.0006318487],"study_design_scores_gemma":[0.005652863,0.001014176,0.0002469112,0.0005742137,0.0006891998,0.0001020355,0.003053059,0.0001785392,0.001211213,0.00001856861,0.9856614,0.001597815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000366491,0.000536854,0.0003607168,0.0008794258,0.000355198,0.005663774,0.001535636,0.001037363,0.9892645],"genre_scores_gemma":[0.0009702253,0.001960589,0.00351232,0.000069694,0.0007790978,0.000002458661,0.0004518694,0.001153493,0.9911003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4552167,"threshold_uncertainty_score":0.9998611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379960999492199,"score_gpt":0.3478943073622134,"score_spread":0.2098982074129936,"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."}}