{"id":"W7033505453","doi":"","title":"Quanta Services Reports 2011 Third Quarter Results (PRN)","year":2011,"lang":"en","type":"other","venue":"","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Subject (documents); Government (linguistics); Term (time)","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":[0.002492684,0.0009982265,0.0009571493,0.003399763,0.002580137,0.009911527,0.001816563,0.003552983,0.4014562],"category_scores_gemma":[0.00689957,0.0007197867,0.0008331076,0.003745351,0.0007453741,0.003580954,0.001713724,0.002824842,0.3784647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006288489,"about_ca_system_score_gemma":0.008451103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08328437,"about_ca_topic_score_gemma":0.1009997,"domain_scores_codex":[0.997076,0.0002074512,0.0000873606,0.0002049884,0.002020478,0.0004036783],"domain_scores_gemma":[0.9944898,0.0005287533,0.0001706816,0.0004921557,0.003471914,0.0008466821],"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":[0.0000399497,0.0000337702,0.0001254142,0.0000298833,0.000001785772,0.00001056919,0.000007290494,0.00006719057,0.00007712506,0.001912269,0.9910918,0.0066029],"study_design_scores_gemma":[0.00002671022,0.00002272532,0.001817618,0.00005365728,0.000005088376,0.00001857265,0.00004841124,0.0005427278,0.0005461609,0.001073597,0.9958327,0.00001192916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001294863,0.0005849654,0.001392308,0.007688012,0.002525119,0.0002537759,0.08223675,0.003356213,0.9006681],"genre_scores_gemma":[0.002831603,0.0003777971,0.000792519,0.0009818621,0.0002896359,0.00009858134,0.02841582,0.001153319,0.9650587],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4014562,"threshold_uncertainty_score":0.8537501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008412076454202198,"score_gpt":0.190808668659231,"score_spread":0.1823965922050288,"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."}}