{"id":"W4381415352","doi":"10.17705/1cais.05229","title":"Recent Developments in PLS","year":2023,"lang":"en","type":"article","venue":"Communications of the Association for Information Systems","topic":"Engineering Applied Research","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05893731,0.001361631,0.001227411,0.0044919,0.002523023,0.0111058,0.003208128,0.005690872,0.01167534],"category_scores_gemma":[0.1099079,0.0009359947,0.00183581,0.01148071,0.01284895,0.01535634,0.005232171,0.01021351,0.003573314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007634637,"about_ca_system_score_gemma":0.008123621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00624042,"about_ca_topic_score_gemma":0.004477831,"domain_scores_codex":[0.9553651,0.02951388,0.00168594,0.004095992,0.008681872,0.0006573141],"domain_scores_gemma":[0.7967627,0.1673272,0.003588693,0.00999387,0.02109523,0.001232339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005720191,0.00004702322,0.001718133,0.002193443,0.00008862479,0.0001234327,0.002744274,0.003309895,0.000208667,0.6514871,0.0247321,0.3132901],"study_design_scores_gemma":[0.0000178934,0.00008171251,0.001379275,0.003021202,0.00006159379,0.0003385556,0.002610031,0.008432975,0.0008210657,0.3533285,0.6298209,0.00008624934],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.007199666,0.2229987,0.35029,0.2837153,0.006560056,0.0001433869,0.0004702383,0.0008258343,0.1277969],"genre_scores_gemma":[0.2305373,0.3703588,0.310602,0.04401134,0.01672174,0.0005174847,0.0008363161,0.001301731,0.02511338],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05893731,"threshold_uncertainty_score":0.311694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03639546194386494,"score_gpt":0.2803785129026146,"score_spread":0.2439830509587496,"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."}}