{"id":"W7020541511","doi":"","title":"Letâs Face ItâComplex Traits Are Just Not That Simple","year":2014,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Simple (philosophy); Face (sociological concept); Feature (linguistics); Matching (statistics); Identification (biology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001296899,0.0003359205,0.0002935015,0.0007616357,0.005220042,0.006789556,0.0006086192,0.001712632,0.03354963],"category_scores_gemma":[0.005916505,0.000236118,0.0002492026,0.000666224,0.008120763,0.005435113,0.004471682,0.003155381,0.01032498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001495999,"about_ca_system_score_gemma":0.001148923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002822723,"about_ca_topic_score_gemma":0.006529994,"domain_scores_codex":[0.9980861,0.0004331119,0.00007219489,0.0002979356,0.0007032065,0.000407434],"domain_scores_gemma":[0.9967319,0.0004069888,0.0004089024,0.0009811231,0.0008529821,0.0006181472],"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":[0.00007974233,0.0001058906,0.01582222,0.00007020478,0.00003308623,0.0008734906,0.01686411,0.000154516,0.003657291,0.8180546,0.0606215,0.08366325],"study_design_scores_gemma":[0.0000158098,0.0000488567,0.01145783,0.00009007899,0.00002620488,0.002114116,0.0206436,0.0003400264,0.001395065,0.1598042,0.8040174,0.00004673611],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1176589,0.0003959964,0.0121117,0.02697261,0.0008331947,0.0000562001,0.0002368357,0.0006384265,0.8410961],"genre_scores_gemma":[0.7791,0.0002701995,0.006396916,0.005536824,0.000197199,0.00005972034,0.0001576218,0.0003199875,0.2079615],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03354963,"threshold_uncertainty_score":0.1122347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08393845199186893,"score_gpt":0.2979217427982978,"score_spread":0.2139832908064288,"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."}}