{"id":"W6925332113","doi":"10.17616/r31njn89","title":"Altalis","year":2022,"lang":"en","type":"other","venue":"Registry of Research Repositories","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Pride; Customer service; Customer relationship management; Distribution (mathematics); Data management; Digital mapping; Spatial analysis","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":[0.002436654,0.001427151,0.001113805,0.003052383,0.003597609,0.008611924,0.00418999,0.001995618,0.3045],"category_scores_gemma":[0.006071068,0.001007796,0.0009855654,0.003475658,0.001381411,0.006466403,0.006016885,0.002115025,0.3113815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00337093,"about_ca_system_score_gemma":0.00567932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0573264,"about_ca_topic_score_gemma":0.07944465,"domain_scores_codex":[0.9973208,0.0002389174,0.0001086876,0.0005011107,0.001401977,0.0004284846],"domain_scores_gemma":[0.9968334,0.0003065325,0.0001244502,0.0008449947,0.001334727,0.000556017],"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":[0.0003105346,0.00004402995,0.0009057057,0.0002583304,0.00001945641,0.0002107245,0.0006036229,0.0003626258,0.001602582,0.03127035,0.8581554,0.1062567],"study_design_scores_gemma":[0.0000134113,0.000009485155,0.0003476317,0.00003678082,0.000007387328,0.0001055711,0.00009211472,0.0002995838,0.0004039224,0.002479752,0.9961879,0.00001657056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003078046,0.001865078,0.02545769,0.003128551,0.002142523,0.000323134,0.03641676,0.09589756,0.8316906],"genre_scores_gemma":[0.02817402,0.002078719,0.03441583,0.002504037,0.0007665641,0.0004711257,0.1009469,0.02749068,0.8031521],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6955,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06271056117025542,"score_gpt":0.4062821188848144,"score_spread":0.3435715577145589,"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."}}