{"id":"W2332562155","doi":"10.1177/2167702613499329","title":"Refining the Candidate Environment","year":2013,"lang":"en","type":"article","venue":"Clinical Psychological Science","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; DNA Genotek","keywords":"Serotonin transporter; Psychology; Neuroticism; 5-HTTLPR; Psychopathology; Interpersonal communication; Clinical psychology; Genotype; Gene; Genetics; Personality; Social psychology; 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":[0.08424146,0.004106977,0.006808486,0.006548906,0.002645188,0.005234537,0.006708539,0.003879684,0.01259562],"category_scores_gemma":[0.1644746,0.001862908,0.01689673,0.008161693,0.003295009,0.004671346,0.005449125,0.005254782,0.0007362054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114193,"about_ca_system_score_gemma":0.006918018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006640729,"about_ca_topic_score_gemma":0.009945359,"domain_scores_codex":[0.8710893,0.09573998,0.00824691,0.0174795,0.005534317,0.001909839],"domain_scores_gemma":[0.8433686,0.13713,0.005901619,0.007599754,0.004447504,0.001552457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01307856,0.0004901607,0.5308383,0.02428805,0.2045501,0.006343983,0.004274155,0.006301103,0.003016355,0.03553446,0.02328745,0.1479973],"study_design_scores_gemma":[0.01387921,0.005603468,0.252792,0.01437452,0.3305637,0.01025098,0.00389013,0.06873582,0.004095409,0.2003949,0.09461109,0.0008088694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3098428,0.1516025,0.4436982,0.04676094,0.01158358,0.004306794,0.01836623,0.002544424,0.01129451],"genre_scores_gemma":[0.8391267,0.004726857,0.1417498,0.006027266,0.001303618,0.002591761,0.002450966,0.0003216664,0.00170136],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08424146,"threshold_uncertainty_score":0.4455168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0945991911928632,"score_gpt":0.4164608076466182,"score_spread":0.321861616453755,"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."}}