{"id":"W3040491756","doi":"10.14321/aehm.024.01.24","title":"A mentor and an inspiration","year":2021,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009772219,0.00219208,0.001574974,0.001787555,0.007500951,0.01584022,0.002845382,0.004124813,0.05783138],"category_scores_gemma":[0.04208076,0.0007027344,0.001147932,0.000825074,0.004742406,0.007310166,0.008944509,0.01830091,0.0660044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003249789,"about_ca_system_score_gemma":0.01043093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002326682,"about_ca_topic_score_gemma":0.005378751,"domain_scores_codex":[0.9852621,0.004344435,0.0004062373,0.001705776,0.006781326,0.001500125],"domain_scores_gemma":[0.8953963,0.003684534,0.002365217,0.002611647,0.03018628,0.06575602],"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":[0.0000259627,0.00006185874,0.0002648026,0.00007129702,0.00001158813,0.0002671333,0.0009050692,0.00002567219,0.0003618772,0.002184955,0.97351,0.02230973],"study_design_scores_gemma":[0.00001686811,0.00009951058,0.0003891652,0.0003265559,0.000009636533,0.001175385,0.002074194,0.0000854457,0.0002481323,0.001502678,0.9940247,0.00004770528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003942936,0.01701005,0.009687424,0.7134263,0.1742997,0.0002496341,0.001106179,0.00292168,0.07735611],"genre_scores_gemma":[0.03303038,0.01124289,0.01916385,0.3728691,0.04543984,0.000487996,0.00107465,0.002964353,0.5137269],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05783138,"threshold_uncertainty_score":0.1934652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592424542805782,"score_gpt":0.2673107564078109,"score_spread":0.2413865109797531,"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."}}