{"id":"W4414239638","doi":"10.1177/10690727251380684","title":"Linking Career Calling Profiles to Ecological Considerations in Vocational Behaviors, Ecological Worries and Nature Connectedness","year":2025,"lang":"en","type":"article","venue":"Journal of Career Assessment","topic":"Workplace Spirituality and Leadership","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Prosocial behavior; Vocational education; Social connectedness; Ecological validity; Association (psychology); Sample (material)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001083037,0.000197154,0.0001846364,0.001106504,0.001457092,0.001171619,0.0002264197,0.0003641361,0.001713256],"category_scores_gemma":[0.00275655,0.0001410432,0.0003661935,0.0006895304,0.0007087063,0.0004217618,0.001077207,0.0005738433,0.00009956743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251168,"about_ca_system_score_gemma":0.001902566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06414421,"about_ca_topic_score_gemma":0.2093022,"domain_scores_codex":[0.9995389,0.0001136781,0.00003429851,0.00005312987,0.0001177342,0.000142248],"domain_scores_gemma":[0.9986637,0.0003517886,0.0003453819,0.00009148498,0.0002392991,0.0003083584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003650766,0.00005302535,0.9857625,0.00001497587,0.00001623021,0.00003996648,0.006644688,0.00005165091,0.0005249818,0.0002353508,0.00005023797,0.006569872],"study_design_scores_gemma":[6.308807e-7,0.00001255326,0.9940799,0.000006124339,0.000003222932,0.00002287092,0.005538349,0.000117249,0.00003174795,0.0000741976,0.0001102743,0.000002809357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992286,0.00002241444,0.0001258338,0.00003268415,0.000001257484,0.000006822549,0.00002579808,8.560124e-7,0.0005557093],"genre_scores_gemma":[0.9996669,0.00001948645,0.000128229,0.000005370981,5.69632e-7,0.000003895346,0.00005426258,5.407882e-7,0.0001207302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06414421,"threshold_uncertainty_score":0.1275417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05761473223540604,"score_gpt":0.3879170568012633,"score_spread":0.3303023245658573,"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."}}