{"id":"W3010326415","doi":"10.1002/jcad.12313","title":"The Career Human Agency Theory","year":2020,"lang":"en","type":"article","venue":"Journal of Counseling & Development","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Metatheory; Agency (philosophy); Cognitive Information Processing; Career counseling; Psychology; Career development; Objectivism; Sense of agency; Zeitgeist; Sociology; Social psychology; Pedagogy; Epistemology; Social 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003056842,0.00009379724,0.0001505277,0.00004223797,0.00157133,0.000160706,0.0005349304,0.00005145391,0.0001620202],"category_scores_gemma":[0.0002945143,0.00006782913,0.00009422097,0.0001997027,0.0001174926,0.0001659952,0.00005010503,0.0002089151,0.00004310306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001710865,"about_ca_system_score_gemma":0.001077674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001667736,"about_ca_topic_score_gemma":0.0001082943,"domain_scores_codex":[0.9980981,0.0001527991,0.0004128499,0.00009616664,0.0009824007,0.0002577048],"domain_scores_gemma":[0.9987312,0.0001844573,0.0002744704,0.00006117445,0.0005336918,0.0002150348],"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":[0.0001900831,0.00006922273,0.0161004,0.0000214987,0.0003674325,0.0001439497,0.7945396,0.00003088104,0.0005222553,0.0355512,0.06592394,0.08653955],"study_design_scores_gemma":[0.000329061,0.0000311667,0.008883997,0.00003364267,0.00002943271,0.000002941128,0.01774805,0.000001290168,0.0002471961,0.004234996,0.9682904,0.0001678422],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570974,0.00246242,0.00277213,0.01002893,0.001732046,0.0002131105,0.000001062513,0.00005927091,0.0256336],"genre_scores_gemma":[0.9958002,0.0006749358,0.001141075,0.0009195944,0.000463823,9.799837e-7,7.766681e-7,0.000007440471,0.0009911855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9023665,"threshold_uncertainty_score":0.9997285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04731759883977154,"score_gpt":0.280469028490642,"score_spread":0.2331514296508704,"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."}}