{"id":"W6927172229","doi":"10.26181/22430647","title":"CATALISE: A multinational and multidisciplinary Delphi consensus study. Identifying language impairments in children","year":2016,"lang":"en","type":"article","venue":"La Trobe University","topic":"Natural product bioactivities and synthesis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delphi method; Delphi; Relevance (law); Statement (logic); Set (abstract data type); Multidisciplinary approach; Point (geometry); Terminology; Multinational corporation","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":[],"consensus_categories":[],"category_scores_codex":[0.0001108955,0.00007585262,0.00007180183,0.00004882797,0.00007366695,0.000006917291,0.00008039389,0.00005332238,0.000008016816],"category_scores_gemma":[0.00003480825,0.00006149794,0.00002687588,0.00004200013,0.00007053884,0.000006968676,0.0001831108,0.00003941474,0.000001341455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002618044,"about_ca_system_score_gemma":0.00001525918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002715048,"about_ca_topic_score_gemma":0.0002171177,"domain_scores_codex":[0.9994512,0.00008711065,0.00005657627,0.0002337788,0.00006206965,0.0001092551],"domain_scores_gemma":[0.9997728,0.00002557443,0.00003256848,0.0001182353,0.0000163467,0.00003447249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002424473,0.0002627629,0.712667,0.000006434983,0.00008794761,0.0001014158,0.0007257354,0.000002171227,0.2810822,0.00002506759,0.0001282254,0.004668478],"study_design_scores_gemma":[0.001995965,0.00008651817,0.9866202,0.00001342623,0.00001726284,0.00004809738,0.00264328,0.000008882233,0.008259562,0.000009863046,0.0001517395,0.0001451952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993729,0.0001041518,0.00002912111,0.0001513112,0.00001946918,0.0001621858,0.00006276343,0.000007360067,0.00009075519],"genre_scores_gemma":[0.9988829,0.00003122094,0.0002248092,0.000007036159,0.00002648498,4.984716e-7,0.00001788528,0.000004972813,0.0008041997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2739531,"threshold_uncertainty_score":0.2507813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005420384844139516,"score_gpt":0.2318394940724318,"score_spread":0.2264191092282923,"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."}}