{"id":"W3173353185","doi":"10.36418/syntax-idea.v2i9.560","title":"","year":2020,"lang":"","type":"article","venue":"Syntax Idea","topic":"Consumer Behavior and Marketing Influence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001570111,0.001516074,0.001460695,0.0004225143,0.001564026,0.003694242,0.002311729,0.0004399188,0.002397584],"category_scores_gemma":[0.004305896,0.00173764,0.0008586536,0.003143502,0.0005732696,0.006618256,0.002915479,0.001335882,0.002465972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105266,"about_ca_system_score_gemma":0.0002047712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006106487,"about_ca_topic_score_gemma":0.0003606414,"domain_scores_codex":[0.991257,0.0001340934,0.002228305,0.002550598,0.00150768,0.002322372],"domain_scores_gemma":[0.9956865,0.0003581833,0.001464817,0.001211469,0.0009544455,0.0003245827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001604519,0.0004011564,0.8531912,0.00374722,0.0002399862,0.0007864422,0.0009166913,0.0001146579,0.02112539,0.002366269,0.009401853,0.1061046],"study_design_scores_gemma":[0.005045953,0.0001337193,0.6396336,0.001248897,0.002850653,0.00002514534,0.00332828,0.006609635,0.0007933509,0.0007058001,0.3354505,0.004174457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.899758,0.002358754,0.0005756187,0.08720117,0.002241443,0.001555316,0.00003982905,0.0009395077,0.005330296],"genre_scores_gemma":[0.9489007,0.0001587835,0.0002727281,0.04530766,0.004829995,0.0001051991,0.00004005582,0.00019439,0.0001904916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3260487,"threshold_uncertainty_score":0.9997588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03031163694308019,"score_gpt":0.2286786540392386,"score_spread":0.1983670170961584,"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."}}