{"id":"W2795164487","doi":"10.1159/000486750","title":"Developmental <b><i>g:</i></b> Lost in the Construct Jungle","year":2018,"lang":"en","type":"article","venue":"Human Development","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Jungle; Construct (python library); Psychology; Sociology; Biology; Ecology; Computer science","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":[0.0006214861,0.0003294378,0.0001242786,0.001033247,0.001459971,0.002440157,0.0003660301,0.0007934375,0.01403249],"category_scores_gemma":[0.001310685,0.0001994193,0.0001096116,0.0005108102,0.009029453,0.00422634,0.002398633,0.001912331,0.002299629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406852,"about_ca_system_score_gemma":0.001139313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002988991,"about_ca_topic_score_gemma":0.005336574,"domain_scores_codex":[0.9995525,0.000158873,0.00002170844,0.00007261212,0.0001143804,0.00007981866],"domain_scores_gemma":[0.9994823,0.0001078305,0.0000705278,0.00009361547,0.0001199755,0.0001257656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001566336,0.000007787577,0.001387793,0.00002751531,0.000001905622,0.0001212959,0.004192348,0.00007100952,0.001029054,0.9657195,0.005982984,0.0214431],"study_design_scores_gemma":[0.00001124787,0.00004435845,0.008077546,0.0001110098,0.00001037934,0.001753801,0.007611189,0.0004605399,0.002990535,0.7122091,0.2666845,0.00003585989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1023166,0.002050183,0.05739229,0.0119497,0.0004287114,0.00006289039,0.0003105633,0.0006562985,0.8248328],"genre_scores_gemma":[0.9290656,0.0005992845,0.01295361,0.0004465091,0.00005533268,0.00005514251,0.0001148681,0.0002895608,0.05642001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01403249,"threshold_uncertainty_score":0.04694331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04200190522742261,"score_gpt":0.2914285181949776,"score_spread":0.249426612967555,"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."}}