{"id":"W4283524810","doi":"10.5281/zenodo.6694284","title":"Why You Should Focus on Improving Mortgage Broker in Vancouver","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Business; Computer science","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":[0.003910438,0.0002493295,0.0004430985,0.000629779,0.02147495,0.01003387,0.002097736,0.006534143,0.0619121],"category_scores_gemma":[0.01569568,0.0005403102,0.0003899799,0.001098665,0.004585849,0.007792561,0.006780163,0.008009614,0.01081659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01127555,"about_ca_system_score_gemma":0.0298586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3034155,"about_ca_topic_score_gemma":0.4807552,"domain_scores_codex":[0.9944019,0.001204786,0.0001730831,0.0005255225,0.001703814,0.00199099],"domain_scores_gemma":[0.9819115,0.0009002228,0.0005672852,0.000517756,0.005464761,0.01063843],"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":[0.0001530009,0.0005525123,0.03877258,0.0003270809,0.00004155045,0.004316474,0.06068456,0.0001623982,0.002993031,0.02098942,0.6976972,0.1733102],"study_design_scores_gemma":[0.00004402402,0.0001345062,0.02740493,0.0005358571,0.00004036109,0.001844494,0.1473269,0.000315361,0.001328924,0.004322416,0.8166176,0.00008460777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1673011,0.004551454,0.002604136,0.5923034,0.003270548,0.0002120788,0.0001411567,0.0006212447,0.2289949],"genre_scores_gemma":[0.5515584,0.004308877,0.007122674,0.09547664,0.0005028338,0.0001154474,0.0002327286,0.0005135789,0.3401688],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9380879,"threshold_uncertainty_score":0.6032988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05607528187920326,"score_gpt":0.2406748432362087,"score_spread":0.1845995613570055,"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."}}