{"id":"W4320857564","doi":"10.1002/aur.2902","title":"A response to Singer, Lutz, Escher, and Halladay's “a full semantic toolbox is essential for autism research and practice to thrive” in Autism Research (published online 12 Dec 2022)","year":2023,"lang":"en","type":"letter","venue":"Autism Research","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Autism; Citation; Library science; Psychology; Toolbox; Medical education; Medicine; Computer science; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.004631855,0.001089721,0.001709326,0.00115407,0.006989153,0.005708748,0.002436935,0.06228079,0.01007294],"category_scores_gemma":[0.03156703,0.001181133,0.00137177,0.0009672329,0.003567226,0.005291755,0.002670928,0.0665398,0.01020097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004997815,"about_ca_system_score_gemma":0.008902591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01583507,"about_ca_topic_score_gemma":0.04062212,"domain_scores_codex":[0.996727,0.0006403649,0.0003750802,0.0006223801,0.001104766,0.0005303184],"domain_scores_gemma":[0.9889059,0.005701611,0.0006145416,0.0002853318,0.002376536,0.002116101],"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":[0.00002307955,0.00001532588,0.0001300471,0.00001321302,0.000004484893,0.0002422233,0.00007262659,0.00001456921,0.00003325221,0.0008166776,0.9960299,0.00260468],"study_design_scores_gemma":[0.0001616253,0.00006912775,0.001462373,0.0003958106,0.00003464065,0.001320043,0.001107116,0.0005042512,0.0001976912,0.0116858,0.9829583,0.000103344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001189943,0.0003872995,0.0000809706,0.9822902,0.01594825,0.000009106552,0.00004635648,0.00002973834,0.001089129],"genre_scores_gemma":[0.0007645928,0.0002721778,0.0001207596,0.9813075,0.01343577,0.00003274272,0.00002044661,0.00001656585,0.004029395],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06228079,"threshold_uncertainty_score":0.03626192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1810914092516098,"score_gpt":0.4573450118438752,"score_spread":0.2762536025922654,"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."}}