{"id":"W7026602437","doi":"","title":"Alberta construction industry bankrolls scholarships to shore up worker shortages","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Economic shortage; Shore; Construction industry; Work (physics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005700266,0.0005884018,0.0003558933,0.00239352,0.006179499,0.002722871,0.00155479,0.003242166,0.4122455],"category_scores_gemma":[0.00201809,0.0006608145,0.0003469095,0.001406593,0.0006562361,0.0006476003,0.001705849,0.002103955,0.1189606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008424115,"about_ca_system_score_gemma":0.03577604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7439582,"about_ca_topic_score_gemma":0.9376935,"domain_scores_codex":[0.9991798,0.00002800018,0.00001068242,0.00003451452,0.0004453959,0.0003015653],"domain_scores_gemma":[0.9976198,0.0001525804,0.0000467171,0.00007682336,0.00113485,0.000969133],"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":[0.00001235088,0.00003320809,0.0003597273,0.00001262913,7.865968e-7,0.00003654417,0.00003546914,0.0000381987,0.00007525463,0.0006096791,0.988272,0.0105142],"study_design_scores_gemma":[0.00002353513,0.00002024881,0.007660946,0.00002710039,0.000002864413,0.00002079995,0.0003216921,0.0001456279,0.0001188587,0.0001775142,0.9914711,0.000009711973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004638734,0.0005044432,0.0001764968,0.008596464,0.001583361,0.0002249192,0.003891465,0.001186022,0.9791982],"genre_scores_gemma":[0.00261857,0.0001030149,0.00006134043,0.0006130347,0.00005386053,0.00001434243,0.0004646525,0.00007187855,0.9959993],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4122455,"threshold_uncertainty_score":0.8383604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009089043077341126,"score_gpt":0.2067656040396308,"score_spread":0.1976765609622896,"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."}}