{"id":"W7067617815","doi":"","title":"Montana Workforce Study - 2022","year":2022,"lang":"en","type":"article","venue":"The Mathematics Enthusiast","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Quarter (Canadian coin); Hospitality; Work (physics); Population; Service (business); State (computer science)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001305215,0.0001290855,0.0002989801,0.0001110127,0.0007390191,0.00008272789,0.0006087716,0.00001016206,0.01461903],"category_scores_gemma":[0.00003643344,0.0001145923,0.0001031896,0.0002988394,0.00007359032,0.00007070527,0.0006399581,0.0001630669,0.005475326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001217151,"about_ca_system_score_gemma":0.000007635988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004464891,"about_ca_topic_score_gemma":0.00001413674,"domain_scores_codex":[0.9988648,0.00002027915,0.0004647667,0.0003042952,0.00008116127,0.0002646794],"domain_scores_gemma":[0.9990263,0.00006482784,0.0002798914,0.0005805364,0.000009312602,0.00003913589],"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":[0.00001704051,0.001350207,0.0008175133,0.00001863954,0.0002770057,0.0000179627,0.4053475,0.0016123,0.000003169478,0.3982593,0.1917874,0.0004918965],"study_design_scores_gemma":[0.001832576,0.0003366587,0.002179775,0.00001011603,0.00007326562,0.00003611095,0.2995966,0.01494267,0.000008723103,0.02005499,0.6600427,0.0008857725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1287895,0.0006931131,0.0002754296,0.0002638133,0.001875216,0.0005958956,0.0002532205,0.00006021304,0.8671936],"genre_scores_gemma":[0.8420994,0.000020558,0.0001445668,0.0002230589,0.00005259872,0.0001524492,0.000003668627,0.00001982903,0.1572838],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7133099,"threshold_uncertainty_score":0.995299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05868054162998051,"score_gpt":0.2264015562255546,"score_spread":0.167721014595574,"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."}}