{"id":"W4404025129","doi":"10.22215/cujs.v3i1.4804","title":"Explore, Plan, Succeed!: A Career Development Study","year":2024,"lang":"en","type":"article","venue":"Carleton undergraduate journal of science.","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Career development; Plan (archaeology); Psychology; Medical education; Medicine; Pedagogy; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.005076141,0.0001334016,0.0002179227,0.000531911,0.0008979292,0.0006304855,0.0007775385,0.000045898,0.0001670222],"category_scores_gemma":[0.0003407206,0.0001044755,0.00009960805,0.001813293,0.001225441,0.0009233999,0.0000620193,0.000287729,0.00008149158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008366402,"about_ca_system_score_gemma":0.005338303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002803741,"about_ca_topic_score_gemma":0.0003680008,"domain_scores_codex":[0.9967853,0.0001708877,0.0005462107,0.0002922603,0.001749104,0.0004561824],"domain_scores_gemma":[0.9984009,0.0001391284,0.0001402001,0.0001735493,0.0006780116,0.0004682316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005151104,0.001160047,0.2063809,0.00006883786,0.0002000079,0.000266324,0.6873076,0.00009047662,0.001620845,0.02239707,0.03976497,0.04069144],"study_design_scores_gemma":[0.0007360245,0.0005144558,0.08252238,0.0002426285,0.000104823,0.00006286659,0.1940028,0.00001817174,0.00147417,0.01234071,0.7073342,0.0006468309],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783812,0.0004038467,0.0002119539,0.008893084,0.004467846,0.0002213953,7.13861e-7,0.00006197508,0.007358021],"genre_scores_gemma":[0.9967611,0.00005745742,0.0006051323,0.0001278133,0.0004321852,0.000006298315,3.229171e-7,0.00001029549,0.001999332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6675692,"threshold_uncertainty_score":0.9469921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09721500137903949,"score_gpt":0.3672731667411093,"score_spread":0.2700581653620698,"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."}}