{"id":"W3082123533","doi":"10.1126/science.369.6508.1270","title":"Mentoring with trust","year":2020,"lang":"en","type":"article","venue":"Science","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Business; Chemistry; Psychology","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":[0.02976804,0.001633827,0.001347553,0.001639926,0.009522423,0.02715935,0.003624476,0.00609113,0.1050309],"category_scores_gemma":[0.1444218,0.0007520768,0.001597808,0.001646464,0.007899585,0.01657396,0.02002218,0.01928467,0.07780942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00656899,"about_ca_system_score_gemma":0.03078071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003637118,"about_ca_topic_score_gemma":0.005735786,"domain_scores_codex":[0.9272591,0.03446961,0.002804057,0.006324545,0.02194203,0.007200786],"domain_scores_gemma":[0.7656601,0.0219665,0.01068469,0.02063337,0.05960109,0.1214543],"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":[0.00006431404,0.0001369319,0.001173128,0.000207089,0.00004479323,0.0005073168,0.00898374,0.00009654092,0.0004295318,0.01965076,0.8654551,0.1032507],"study_design_scores_gemma":[0.000015588,0.00005677057,0.0002615157,0.000304157,0.00000835661,0.0003902802,0.004473134,0.00008727451,0.0001298482,0.005978105,0.9882607,0.00003423437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007162676,0.008387556,0.02914043,0.5951235,0.04907727,0.0006793457,0.0007660495,0.004593834,0.3050694],"genre_scores_gemma":[0.1364726,0.009570033,0.02370128,0.2600201,0.01256293,0.001305937,0.001215556,0.005876943,0.5492745],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1050309,"threshold_uncertainty_score":0.3513632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05175902248586316,"score_gpt":0.2298447875152035,"score_spread":0.1780857650293403,"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."}}