{"id":"W2343701069","doi":"","title":"The Halsall Vancouver Team - At Your Service","year":2013,"lang":"en","type":"article","venue":"","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Service (business); Sociology; Business; Marketing","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":[0.002556009,0.001032851,0.0008557184,0.001539835,0.00964129,0.01094887,0.00195557,0.004437724,0.7363861],"category_scores_gemma":[0.007125793,0.0007085841,0.0008859455,0.0008862562,0.001310754,0.001872246,0.005859555,0.005184076,0.5349953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003669171,"about_ca_system_score_gemma":0.01271725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06099075,"about_ca_topic_score_gemma":0.2539575,"domain_scores_codex":[0.9972981,0.0001706912,0.0000540924,0.0002572373,0.001665353,0.0005545769],"domain_scores_gemma":[0.9880531,0.0003601161,0.0001530344,0.0005200651,0.004583988,0.006329843],"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":[0.00002085294,0.00001375614,0.0001157833,0.00001902905,0.000002008484,0.00005083734,0.00002171838,0.00001272613,0.0001108973,0.0004073155,0.989014,0.01021111],"study_design_scores_gemma":[0.000008076683,0.00001161771,0.0003977997,0.00003180447,0.000002002779,0.00004206044,0.0003193012,0.00003038177,0.0001208388,0.0002384371,0.9987885,0.00000907473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002541439,0.0024964,0.001664271,0.0506611,0.05611711,0.0004429783,0.00296856,0.00336409,0.8797441],"genre_scores_gemma":[0.001097824,0.0002383689,0.0002673182,0.001111264,0.0003093461,0.00002098744,0.0002324925,0.0002209429,0.9965014],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7363861,"threshold_uncertainty_score":0.3760133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179403785305131,"score_gpt":0.2626555403471209,"score_spread":0.2447151618166077,"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."}}