{"id":"W4252158465","doi":"10.22215/etd/2016-11449","title":"An Exploratory Manipulation of Openness to Experience","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Openness to experience; Trait; Psychology; Affect (linguistics); Extraversion and introversion; Big Five personality traits; Neuroticism; Social psychology; Trait theory; Personality; Test (biology); Isomorphism (crystallography)","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":[0.0008016466,0.0006760094,0.0005015568,0.0004915391,0.0005205642,0.000631734,0.0004365224,0.0008197872,0.009943044],"category_scores_gemma":[0.004239294,0.0004088269,0.0002871937,0.0002990536,0.0008695974,0.0004274014,0.001200936,0.001965602,0.0006480048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640673,"about_ca_system_score_gemma":0.0003239027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003070988,"about_ca_topic_score_gemma":0.0005219812,"domain_scores_codex":[0.9994105,0.0001412268,0.00005314681,0.000142659,0.0001317286,0.0001207222],"domain_scores_gemma":[0.9949983,0.002829888,0.0006385932,0.0006810292,0.0002651014,0.0005870223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02339233,0.09985457,0.01965765,0.001317216,0.0001478471,0.0007700325,0.020444,0.0003904319,0.7458087,0.003767428,0.002717653,0.08173216],"study_design_scores_gemma":[0.006233296,0.1630597,0.6437824,0.0003116394,0.0003856459,0.0007010035,0.007473627,0.002323315,0.1419467,0.005683166,0.02782083,0.0002785653],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917916,0.00006235566,0.001203913,0.0001322062,0.00006501834,0.001221751,0.0002538983,0.00007265657,0.005196598],"genre_scores_gemma":[0.9753925,0.0001593336,0.007945648,0.0002768649,0.00004276358,0.00758884,0.0003324816,0.00003727943,0.008224138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009943044,"threshold_uncertainty_score":0.03326279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139786839585972,"score_gpt":0.4932440625503913,"score_spread":0.3534572229644193,"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."}}