{"id":"W3205378930","doi":"","title":"A critical study of proposed GST in special comparison with Canada New Zealand and Singapore","year":2019,"lang":"en","type":"dissertation","venue":"INFLIBNET","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001300992,0.0002050301,0.0008215216,0.0004582814,0.00004435545,0.0001615665,0.0004233035,0.0001349664,0.0001191819],"category_scores_gemma":[0.0198837,0.0001388003,0.00002245937,0.001161545,0.00004062332,0.00009295685,0.00004450095,0.0003609211,0.000002078645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004393345,"about_ca_system_score_gemma":0.0009817006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3140691,"about_ca_topic_score_gemma":0.8020859,"domain_scores_codex":[0.9967155,0.0002827215,0.0008920403,0.0005182649,0.001349411,0.0002420548],"domain_scores_gemma":[0.9893911,0.009395442,0.0004705759,0.0003776301,0.000252559,0.0001126826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004422798,0.0001605428,0.9385614,0.00003779675,0.00002070615,0.00004318072,0.00454354,0.00007245153,0.00001501856,0.0000510256,0.01803403,0.03801806],"study_design_scores_gemma":[0.001368047,0.0008290876,0.9668197,0.0001480449,0.00002795207,0.000005238026,0.02282133,0.0001380401,0.00002831972,0.0009011801,0.006676912,0.0002361482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992017,0.0001295087,0.000008878639,0.0000858434,0.0009702391,0.0004655495,0.00001319254,0.000007583452,0.006302243],"genre_scores_gemma":[0.9945303,0.000002250743,0.001052456,0.00002340085,0.0002139442,0.000003063045,0.00002191689,0.00001468006,0.004137989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4880168,"threshold_uncertainty_score":0.9883722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2594806255000707,"score_gpt":0.4668033266813703,"score_spread":0.2073227011812996,"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."}}