{"id":"W3173958181","doi":"10.15252/embr.202153362","title":"Alcodemia: are we training our students to be great thinkers or great drinkers?","year":2021,"lang":"en","type":"article","venue":"EMBO Reports","topic":"Dietary Effects on Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Training (meteorology); Psychology; Environmental ethics; History; Geography; Philosophy; Meteorology","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":[0.003676405,0.0003285257,0.0004689457,0.0006962947,0.002297494,0.005450319,0.0007913208,0.003134395,0.01199258],"category_scores_gemma":[0.01261589,0.0001962973,0.0004542226,0.0004522598,0.005300288,0.003007375,0.004150371,0.006122007,0.003987046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539702,"about_ca_system_score_gemma":0.005683387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002274499,"about_ca_topic_score_gemma":0.004992215,"domain_scores_codex":[0.9977813,0.0008439837,0.0001070208,0.0002063794,0.0004551787,0.0006060867],"domain_scores_gemma":[0.9889383,0.001750441,0.0007676549,0.0003585329,0.001765788,0.006419247],"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":[0.0005970512,0.0009194649,0.03872534,0.001576201,0.0001499444,0.002791522,0.02785096,0.00004587789,0.005815716,0.03381363,0.5508683,0.3368459],"study_design_scores_gemma":[0.0001300757,0.0002013975,0.01708269,0.001679433,0.00008757872,0.003088944,0.03413387,0.00005055314,0.001240297,0.01838114,0.9238485,0.000075516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02956176,0.04163435,0.0009622579,0.8801553,0.02102287,0.00003493338,0.00008755973,0.0001572153,0.02638377],"genre_scores_gemma":[0.313334,0.07056151,0.004557049,0.498806,0.01818411,0.0002057989,0.0002323951,0.0002570483,0.09386197],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01199258,"threshold_uncertainty_score":0.04011917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055922676589539,"score_gpt":0.3913301583901979,"score_spread":0.285737890731244,"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."}}