{"id":"W6930316969","doi":"10.5281/zenodo.12754800","title":"Janitorial Services Near Me: Vancouver's Top-Rated Cleaning Companies","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Quality (philosophy); Troubleshooting; Guard (computer science); Dispose pattern; Staring","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":["insufficient_payload"],"category_scores_codex":[0.0005762749,0.001015659,0.0003318245,0.001456459,0.009486493,0.008860611,0.001201217,0.001484847,0.3193206],"category_scores_gemma":[0.001355361,0.0006944229,0.0003021332,0.002736398,0.0006411426,0.001626181,0.0028823,0.002022307,0.1082828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006872456,"about_ca_system_score_gemma":0.01571987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3995411,"about_ca_topic_score_gemma":0.8084335,"domain_scores_codex":[0.998635,0.00005506361,0.00002802061,0.0001366054,0.0007235204,0.000421804],"domain_scores_gemma":[0.9957108,0.00006323028,0.0000661419,0.00006135922,0.001284024,0.00281438],"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":[0.0000288276,0.00004236865,0.002470624,0.000100827,0.000003046095,0.0001787735,0.0002037131,0.00004668394,0.0004135726,0.0005319536,0.9549082,0.0410713],"study_design_scores_gemma":[0.000006745376,0.00001734159,0.007300426,0.0000683012,0.000002263371,0.0001118813,0.002203225,0.00005683966,0.0001852463,0.00009688977,0.9899365,0.00001436784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02631388,0.007666014,0.0007535825,0.02180188,0.005063327,0.0003163762,0.009153636,0.002256766,0.9266745],"genre_scores_gemma":[0.03140046,0.002623473,0.0007671285,0.002286831,0.0002554973,0.00003622437,0.003954394,0.0005077971,0.9581681],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6806793,"threshold_uncertainty_score":0.9709065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266784492780087,"score_gpt":0.2636978632956988,"score_spread":0.2410300183678979,"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."}}