{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004989743,0.00007838407,0.0002747762,0.0001593716,0.0005247949,0.00003893619,0.0001276331,0.00003215479,0.0001884929],"category_scores_gemma":[0.00008060135,0.00006664991,0.00005962561,0.0001394466,0.0002086715,0.00006013571,0.00003378298,0.0002069016,5.684058e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008627884,"about_ca_system_score_gemma":0.0004508818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1147649,"about_ca_topic_score_gemma":0.1474074,"domain_scores_codex":[0.9990578,0.00007948561,0.0002531394,0.00008191849,0.000268961,0.0002587075],"domain_scores_gemma":[0.9990314,0.00005768883,0.0001686303,0.0000489999,0.00006685954,0.0006264704],"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":[0.00003031553,0.000008445785,0.03167404,0.00001618407,0.000189191,0.000055642,0.09342067,0.00003939563,0.000007793356,0.0008373572,0.8691315,0.00458948],"study_design_scores_gemma":[0.0003538836,0.0001685262,0.01348586,0.00002491701,0.00003145448,0.00001659279,0.03888709,5.91539e-7,0.000001470915,0.001120125,0.9458338,0.00007566973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856492,0.001516909,3.839308e-8,0.1107647,0.000238095,0.00007821053,0.00002213617,0.000003439814,0.001727225],"genre_scores_gemma":[0.750786,0.001039073,0.00004640133,0.0002562446,0.0003091518,6.664435e-7,3.670337e-7,0.000005778847,0.2475563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2458291,"threshold_uncertainty_score":0.8911299,"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."}}