{"id":"W6929677017","doi":"10.5064/f6buax58/7l3y1c","title":"Burke_EDI_NENA.QC003.ResearcherSurvey.2017.09.21.docx","year":2018,"lang":"en","type":"dataset","venue":"Syracuse University Qualitative Data Repository","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Identifier; Survey data collection; Plan (archaeology); Survey methodology; Identification (biology); Scale (ratio); Data collection","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003983439,0.0006870599,0.001192763,0.0008543059,0.0009111247,0.00009737775,0.001927273,0.0009392751,0.0008232365],"category_scores_gemma":[0.002193393,0.0007012851,0.0002340614,0.0006233113,0.001445306,0.0006877862,0.001775352,0.002086622,0.002531869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051427,"about_ca_system_score_gemma":0.002333969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004438205,"about_ca_topic_score_gemma":0.0004855257,"domain_scores_codex":[0.9912239,0.00399862,0.0006619473,0.00176947,0.001454947,0.0008911546],"domain_scores_gemma":[0.9904706,0.00217614,0.0007294076,0.004447524,0.001125741,0.001050547],"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":[0.001276084,0.000392692,0.00005099721,0.001423115,0.0006820519,0.002265436,0.001821767,8.064507e-8,0.00007682888,0.00004412139,0.9918867,0.00008007609],"study_design_scores_gemma":[0.002282499,0.0006414889,0.0008585643,0.0007076723,0.0007221925,0.0001635417,0.004463322,0.00002368894,0.00002668816,0.000007988354,0.9894569,0.0006454577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009820162,0.0004266428,0.00007305188,0.0007046313,0.001808643,0.001231522,0.9926995,0.0001795797,0.001894382],"genre_scores_gemma":[0.00008885519,0.0009597254,0.0006413462,0.0005023357,0.001364374,0.000004318289,0.9858802,0.0000521683,0.01050667],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008612286,"threshold_uncertainty_score":0.9995438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3277789819850213,"score_gpt":0.4842208308716808,"score_spread":0.1564418488866595,"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."}}