{"id":"W3193816967","doi":"10.15252/embr.202153789","title":"The human touch","year":2021,"lang":"en","type":"article","venue":"EMBO Reports","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Business; Biology; 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":[0.004599294,0.0006627325,0.0005914592,0.001685288,0.006943736,0.01528708,0.001003416,0.00761458,0.05349744],"category_scores_gemma":[0.01062287,0.0003617759,0.0004395948,0.001182736,0.03617496,0.01394701,0.009349802,0.008202521,0.01297778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003131567,"about_ca_system_score_gemma":0.004434407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003022232,"about_ca_topic_score_gemma":0.003617213,"domain_scores_codex":[0.9948133,0.002583506,0.0001246757,0.0007861338,0.001082292,0.0006101546],"domain_scores_gemma":[0.9935281,0.002504813,0.0003633098,0.00118548,0.0007410031,0.001677333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002735928,0.00001579312,0.0003432737,0.00005271828,0.000006953821,0.000110805,0.00766958,0.0000420102,0.0002062717,0.8305577,0.1342126,0.02675482],"study_design_scores_gemma":[0.000007073778,0.00001926496,0.0003547539,0.0001577218,0.00000312374,0.0001298212,0.005151079,0.00003898616,0.00009132468,0.1413229,0.8527112,0.00001262763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004389671,0.02169668,0.003608013,0.2039656,0.009166383,0.00002818747,0.0001109205,0.0001288376,0.7569057],"genre_scores_gemma":[0.3446206,0.01315623,0.002208903,0.08454332,0.009337109,0.000149554,0.0001506556,0.000317618,0.5455161],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05349744,"threshold_uncertainty_score":0.1789668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0311417517297124,"score_gpt":0.3306454512273682,"score_spread":0.2995036994976558,"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."}}