{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002150248,0.00003285538,0.00003418513,0.00001913584,0.0003566928,0.0004040139,0.0002369417,0.000005584618,0.0002812447],"category_scores_gemma":[0.00007307918,0.00002293902,0.000006281673,0.00007689605,0.0003441638,0.000658763,0.00003462824,0.00008779253,0.00003946213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009442981,"about_ca_system_score_gemma":0.00004658271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002265553,"about_ca_topic_score_gemma":0.000005055768,"domain_scores_codex":[0.9994543,0.000003251561,0.0000448911,0.0001264913,0.0002150858,0.0001559313],"domain_scores_gemma":[0.9998031,0.000009374042,0.00001931246,0.00004463971,0.00003698969,0.00008657024],"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":[0.00001176254,0.00001030251,0.005708048,0.00002703025,0.00000404552,0.000007301408,0.2944811,0.0000369099,0.002188294,0.6758737,0.009844771,0.01180677],"study_design_scores_gemma":[0.00007922469,0.00004478568,0.0002566256,0.00001714825,0.000002428296,0.000001188344,0.01167195,0.0005629407,0.00055513,0.0002561131,0.9864646,0.00008784771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3078042,0.00007324856,0.00006519486,0.007252377,0.0002237668,0.00003957792,0.000002344411,0.0001296036,0.6844097],"genre_scores_gemma":[0.9958587,0.000001000146,0.0001164777,0.001138738,0.0006980465,0.000001116223,2.256614e-7,0.000002683076,0.002182978],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9766198,"threshold_uncertainty_score":0.3895915,"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."}}