{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity"],"category_scores_codex":[0.0715547,0.001620747,0.002244397,0.01778512,0.004049674,0.005581635,0.006155343,0.003281219,0.0007902353],"category_scores_gemma":[0.1025017,0.001739324,0.0003253448,0.01781287,0.004583822,0.002157928,0.01188414,0.02453866,0.001629105],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002500524,"about_ca_system_score_gemma":0.005744799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009645138,"about_ca_topic_score_gemma":0.008161741,"domain_scores_codex":[0.930056,0.02872414,0.002504978,0.008983193,0.0176297,0.01210195],"domain_scores_gemma":[0.9157846,0.07580854,0.0003248913,0.004712755,0.001142989,0.002226256],"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":[0.01049569,0.001061612,0.00005030978,0.001167578,0.0001260665,0.01013342,0.007611058,0.00001167378,0.05442146,0.008344729,0.9025665,0.004009919],"study_design_scores_gemma":[0.004957406,0.007206526,0.004791521,0.001961662,0.00004665584,0.0007230448,0.001522845,0.002425272,0.002734866,0.06502897,0.9063265,0.002274713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09982926,0.001475764,0.0001633835,0.8814021,0.0008511287,0.01305187,0.001203054,0.0003924618,0.001630923],"genre_scores_gemma":[0.4544019,0.01397287,0.008920542,0.2100758,0.004333455,0.01818196,0.000939063,0.004359618,0.2848149],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6713264,"threshold_uncertainty_score":0.9998917,"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."}}