{"id":"W7072266827","doi":"","title":"What's causing Alberta's shortage of qualified TV and film workers?","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Vice president; Government (linguistics)","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":[0.000514896,0.0005021076,0.000216281,0.0008941687,0.008120844,0.004013359,0.001297398,0.003541881,0.1068916],"category_scores_gemma":[0.001011748,0.0003324372,0.0003100797,0.0007456572,0.001129473,0.0008060802,0.001273969,0.002410648,0.01481115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01046645,"about_ca_system_score_gemma":0.03288924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8362454,"about_ca_topic_score_gemma":0.9567559,"domain_scores_codex":[0.9993678,0.00002376152,0.000005594053,0.00002782972,0.0001664873,0.0004085865],"domain_scores_gemma":[0.998403,0.0000404469,0.00002822604,0.00001096866,0.0004338093,0.001083565],"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":[0.00002769693,0.00002880989,0.002774283,0.00006098821,0.000003270928,0.0003767569,0.0002987545,0.00004012794,0.0002514563,0.0004498796,0.9809868,0.01470122],"study_design_scores_gemma":[0.00002524462,0.00003660259,0.02718531,0.0002112342,0.00001618441,0.0002628446,0.01735396,0.000133976,0.0003454412,0.0004373562,0.9539607,0.00003112444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03008202,0.01338232,0.0003901636,0.4110527,0.02509991,0.0001558243,0.002023879,0.001171168,0.5166421],"genre_scores_gemma":[0.0598622,0.005910539,0.000285079,0.04910395,0.001358033,0.00002582815,0.00108111,0.0001890691,0.8821843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1637546,"threshold_uncertainty_score":0.357588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008282830097347265,"score_gpt":0.2052329087310122,"score_spread":0.196950078633665,"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."}}