{"id":"W4297857963","doi":"10.52230/nxhc7282","title":"'A career...and a way of life'","year":2022,"lang":"en","type":"article","venue":"Journal of Australian Canadian and Aotearoa New Zealand Studies","topic":"Human Resources and Workforce","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004932066,0.0005012956,0.0005368543,0.0007727532,0.01201359,0.01026776,0.0008253267,0.003916293,0.02978227],"category_scores_gemma":[0.009234386,0.0004256455,0.0003448172,0.0009160427,0.01163299,0.008959666,0.007564644,0.0100968,0.01186596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003878794,"about_ca_system_score_gemma":0.009362531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01056708,"about_ca_topic_score_gemma":0.03172474,"domain_scores_codex":[0.9940634,0.002827086,0.0001216124,0.0004109098,0.001519799,0.001057205],"domain_scores_gemma":[0.9915676,0.0009175429,0.0004402303,0.0002701479,0.001222867,0.00558168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000139705,0.00003434374,0.0007715391,0.0001298152,0.000003952599,0.0001609129,0.02439761,0.00001469393,0.0001421067,0.06108423,0.8811398,0.03210695],"study_design_scores_gemma":[0.000005743129,0.00002345154,0.001061222,0.0003913304,0.000001797679,0.0002633597,0.01783354,0.00001621214,0.00003962887,0.006212626,0.9741395,0.00001176379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005198269,0.02467476,0.0008309245,0.7671643,0.01728552,0.00003924768,0.00006487272,0.00009258374,0.1846495],"genre_scores_gemma":[0.1355342,0.04555356,0.002310278,0.2418571,0.00427618,0.0001781414,0.0001286956,0.0002507454,0.5699111],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9894329,"threshold_uncertainty_score":0.09963161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0536606718004318,"score_gpt":0.2988442707847238,"score_spread":0.245183598984292,"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."}}