{"id":"W4404024847","doi":"10.22215/cujs.v3i1.4805","title":"Personality, Parents, & Planning: Predicting Career Attitudinal Outcomes in Undergraduate Students","year":2024,"lang":"en","type":"article","venue":"Carleton undergraduate journal of science.","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Personality; Psychology; Medical education; Career planning; Applied psychology; Social psychology; Pedagogy; Medicine","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":[0.0009819401,0.0001603511,0.00014532,0.0004471025,0.0005145001,0.0006717012,0.0001835035,0.0002748257,0.001714826],"category_scores_gemma":[0.004489288,0.0001584932,0.000199999,0.0003612608,0.000196399,0.000174897,0.0005350566,0.0006504786,0.0002607126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003630439,"about_ca_system_score_gemma":0.0006166394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008057775,"about_ca_topic_score_gemma":0.01785568,"domain_scores_codex":[0.9996673,0.0001305798,0.00002676354,0.00002716292,0.0000801343,0.00006804265],"domain_scores_gemma":[0.9973289,0.0006392458,0.0007126578,0.0001063871,0.0001997024,0.001013173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001288276,0.00005292823,0.9975418,0.000001912619,0.000004364281,0.0000118183,0.0001756052,0.00001788702,0.00004199484,0.000007892373,0.00005435568,0.002076589],"study_design_scores_gemma":[0.000001231574,0.00003203611,0.9993538,0.000003728459,0.000002227745,0.00001753528,0.0003409172,0.0001360598,0.00002461816,0.000012387,0.00007450941,9.007362e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997056,0.00002674619,0.00001990623,0.00003693746,0.000001837679,0.000003005224,0.00002329305,7.615911e-7,0.0001819638],"genre_scores_gemma":[0.9996973,0.00003527228,0.00004814689,0.00001135959,0.000001696326,0.000003566616,0.00004881292,4.187872e-7,0.0001533317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008057775,"threshold_uncertainty_score":0.01602173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0747233570032542,"score_gpt":0.3683808333070747,"score_spread":0.2936574763038204,"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."}}