{"id":"W7115561308","doi":"10.82396/cjcd.v1i1.2962","title":"Psychodynamics of Student Work in a Context of Job Scarcity and Economic Insecurity","year":2021,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Psychodynamics; Context (archaeology); Scarcity; Distress; Anxiety; Dropout (neural networks); Job insecurity; Work (physics)","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":[0.001512702,0.0001790886,0.0002957614,0.001069523,0.002700998,0.00248753,0.0004513143,0.0006451535,0.001639066],"category_scores_gemma":[0.004759557,0.0002243184,0.0002262365,0.0007046625,0.002132527,0.0009975519,0.003210204,0.001449422,0.0002229943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009393338,"about_ca_system_score_gemma":0.0009060791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00381815,"about_ca_topic_score_gemma":0.008868081,"domain_scores_codex":[0.9988035,0.0006163333,0.00004140049,0.00004719813,0.0001676202,0.0003238778],"domain_scores_gemma":[0.9964371,0.000748613,0.0008911021,0.0001072589,0.0002346851,0.001581246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003803555,0.0007897062,0.835285,0.00008956224,0.00007220851,0.002255871,0.1276066,0.0003434253,0.002045753,0.001607853,0.001733372,0.0277902],"study_design_scores_gemma":[0.000006343891,0.0003181697,0.7621945,0.00004108617,0.00001024037,0.001056113,0.231096,0.0002219109,0.0001251265,0.0005808666,0.004324583,0.00002500048],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974119,0.0002859779,0.00007635681,0.0006370459,0.00001504827,0.000006149016,0.00002395019,0.000002113408,0.001541459],"genre_scores_gemma":[0.9993455,0.000204009,0.00004317678,0.00006685278,0.00001154454,0.000004808669,0.00002365567,0.00000144589,0.0002989991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00381815,"threshold_uncertainty_score":0.008000076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285853448980956,"score_gpt":0.2682655039097595,"score_spread":0.2554069694199499,"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."}}