{"id":"W2071409011","doi":"10.1037/cjbs2006008","title":"Personality characteristics and risk-taking tendencies among adolescent gamblers.","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Humanities; Psychology; Validation test; Developmental psychology; Psychometrics; Art; Test validity","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002622717,0.0002916822,0.0003935079,0.0008564222,0.002275928,0.0004648714,0.0008251309,0.00007785165,0.0004411704],"category_scores_gemma":[0.000124704,0.0002533729,0.0001380036,0.0009747747,0.006011139,0.0005938702,0.00004627739,0.0003294969,0.000005580487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001616994,"about_ca_system_score_gemma":0.001193747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4626139,"about_ca_topic_score_gemma":0.5839061,"domain_scores_codex":[0.9968451,0.00009980449,0.0007870312,0.0005483399,0.00039436,0.001325375],"domain_scores_gemma":[0.9961288,0.00003626567,0.001445618,0.0002576745,0.0004966099,0.001635045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005381976,0.00008198964,0.9921408,0.000006904455,0.00001546189,0.0007422014,0.002644031,0.00001478116,0.00009516518,0.0009953587,0.0001155654,0.003142384],"study_design_scores_gemma":[0.0004534491,0.0003712646,0.9944406,0.0001214077,0.0001583543,0.0008687825,0.002730467,0.00007424443,0.00003959572,0.000231947,0.0002292223,0.0002806881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961288,0.0003465846,0.00003313645,0.0001713761,0.001824572,0.0002181194,0.00008382478,0.00001266987,0.001180947],"genre_scores_gemma":[0.9991285,0.00001340675,0.0004419977,0.00003982437,0.0001743852,0.000007464695,0.000005523757,0.00001362501,0.0001752643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1212922,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1595227916321068,"score_gpt":0.3134854399511388,"score_spread":0.1539626483190319,"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."}}