{"id":"W4256680634","doi":"10.1037/e677112011-003","title":"Emotional and instrumental aggressiveness and body weight loss","year":2007,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Weight loss; Psychology; Instrumental variable; Computer science; Medicine; Obesity; Internal medicine; Machine learning","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002782074,0.00048602,0.0004340551,0.0002519326,0.0002147224,0.00009873691,0.000397777,0.0005234597,0.004327361],"category_scores_gemma":[0.00001771317,0.0004566796,0.00005172691,0.0001400773,0.0004602418,0.0001317611,0.0002569256,0.0006139052,0.0003278368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000025428,"about_ca_system_score_gemma":0.00003340632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005811902,"about_ca_topic_score_gemma":0.0002530592,"domain_scores_codex":[0.9976798,0.0001078536,0.0004439672,0.0009136567,0.0003441851,0.000510492],"domain_scores_gemma":[0.9985136,0.0001078042,0.0002951738,0.0008205,0.00002577804,0.0002371719],"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":[0.0001001071,0.0005248511,0.00702102,0.0001095926,0.0001068586,0.000410589,0.00002138324,1.162758e-8,0.0000068421,0.00007844181,0.9881631,0.003457247],"study_design_scores_gemma":[0.001267077,0.0001704193,0.01738734,0.0001469967,0.0001929092,0.0005586205,0.00006204483,5.636949e-7,0.000001764522,0.00006891153,0.9796302,0.0005131163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01272505,0.001685506,0.00000567158,0.0001233332,0.001174689,0.0002835209,0.9839234,0.00002512544,0.00005364115],"genre_scores_gemma":[0.0004508707,0.0007524087,0.000102609,0.000422944,0.0003267032,0.00003714116,0.9978057,0.00003185919,0.00006975613],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01388224,"threshold_uncertainty_score":0.9997885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869673487904496,"score_gpt":0.3387014068822565,"score_spread":0.3200046720032116,"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."}}