{"id":"W4307472473","doi":"10.1162/jocn_a_01928","title":"10 Simple Rules for a Supportive Lab Environment","year":2022,"lang":"en","type":"article","venue":"Journal of Cognitive Neuroscience","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Thriving; Psychology; Simple (philosophy); Atmosphere (unit); Principal (computer security); Key (lock); Epistemology; Computer science; Psychotherapist","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0633925,0.001484527,0.0008358756,0.001748217,0.008695804,0.01575744,0.004224017,0.01005266,0.006284602],"category_scores_gemma":[0.08034746,0.00142601,0.001452226,0.0008659848,0.01493215,0.007964462,0.009797851,0.0138338,0.008426446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005210947,"about_ca_system_score_gemma":0.01470572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003942526,"about_ca_topic_score_gemma":0.01011816,"domain_scores_codex":[0.9173411,0.04228855,0.009308215,0.005925962,0.02086935,0.004266861],"domain_scores_gemma":[0.9064893,0.03627794,0.006653467,0.009063175,0.02654786,0.01496824],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003587682,0.0006918356,0.007473022,0.001022404,0.0001049061,0.001295495,0.01572235,0.003586288,0.00518785,0.5316565,0.2586443,0.1742563],"study_design_scores_gemma":[0.0002865527,0.0004623396,0.003930932,0.002096448,0.00008735155,0.001122861,0.007899036,0.004138698,0.004786263,0.247222,0.7274252,0.000542248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.0318892,0.004198117,0.5048504,0.1642838,0.01291837,0.005147659,0.000493893,0.006177999,0.2700405],"genre_scores_gemma":[0.2431527,0.001949458,0.6389331,0.03886339,0.001860142,0.006885209,0.0003509992,0.001195724,0.06680921],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9366075,"threshold_uncertainty_score":0.3352556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1429756496556201,"score_gpt":0.4291512185584235,"score_spread":0.2861755689028034,"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."}}