{"id":"W4381888998","doi":"10.1177/10384162231172514","title":"Action and the active life: The contribution of contextual action theory to current career development challenges","year":2023,"lang":"en","type":"article","venue":"Australian Journal of Career Development","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Psychological intervention; Action (physics); Action theory (sociology); Context (archaeology); Career development; Perspective (graphical); Field (mathematics); Sociology; Conceptual framework; Psychology; Social psychology; Social science; Computer science","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":[0.004594125,0.0001963071,0.0003516116,0.000241365,0.0007965395,0.00008752755,0.000441449,0.0001060285,0.00005901211],"category_scores_gemma":[0.0007794039,0.0001266415,0.0001154653,0.0004619304,0.0003650799,0.0003183117,0.0001612844,0.0003258517,0.00002820757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004720456,"about_ca_system_score_gemma":0.001319568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006271536,"about_ca_topic_score_gemma":0.001065038,"domain_scores_codex":[0.9970853,0.0005160629,0.0006000228,0.0001992851,0.001194443,0.0004048667],"domain_scores_gemma":[0.997568,0.0005427068,0.0004773577,0.0001281231,0.001018679,0.0002651084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001696733,0.00007363187,0.007727091,0.00005552335,0.0007833609,0.00001459968,0.356561,0.00005088184,0.0001702271,0.01121832,0.01091738,0.6107312],"study_design_scores_gemma":[0.002314342,0.00006977201,0.3758989,0.0002159235,0.000133175,0.000009025184,0.1810027,9.648155e-7,0.005908182,0.0007998673,0.4333189,0.0003282056],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809358,0.0008702549,0.0005451611,0.01417449,0.002242452,0.0007589896,0.000007047159,0.00004082971,0.0004250013],"genre_scores_gemma":[0.9978044,0.001011176,0.0001510488,0.0000982519,0.0002199404,0.0000216123,0.000008821733,0.000009370365,0.0006753766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6104031,"threshold_uncertainty_score":0.6126419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1579436653033673,"score_gpt":0.3394202415022725,"score_spread":0.1814765761989051,"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."}}