{"id":"W2170557046","doi":"10.1111/j.1472-4669.2008.00150.x","title":"The pedagogical genealogy of Terrance J. Beveridge – A legacy of bonds","year":2008,"lang":"en","type":"article","venue":"Geobiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduate students; Frontier; Dozen; Sociology; History; Archaeology; Pedagogy; Mathematics","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":[0.004793643,0.0003371052,0.0004345897,0.0005635357,0.008113473,0.007352185,0.0007896947,0.00172293,0.008833024],"category_scores_gemma":[0.01064008,0.0004548708,0.0001763452,0.0005072358,0.007121979,0.005345091,0.004127148,0.008842062,0.003265661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003615024,"about_ca_system_score_gemma":0.004918558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01272705,"about_ca_topic_score_gemma":0.02216139,"domain_scores_codex":[0.9961672,0.001902,0.00009164333,0.0005708263,0.0009984616,0.0002697594],"domain_scores_gemma":[0.991488,0.001707114,0.0004523949,0.0003481057,0.001753685,0.004250653],"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":[0.00004910302,0.00008660559,0.001535664,0.00009662344,0.00001703571,0.0003768381,0.02896968,0.0001258783,0.0009231575,0.2086651,0.6935515,0.06560279],"study_design_scores_gemma":[0.000004013555,0.00001957292,0.0003725644,0.0001648291,0.000002689698,0.0002257612,0.004713543,0.00006879125,0.0001992547,0.01227732,0.9819335,0.00001808419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01607858,0.05631774,0.01065612,0.7590593,0.02600782,0.00003250178,0.00009958223,0.000194498,0.1315539],"genre_scores_gemma":[0.3431178,0.06179937,0.01849843,0.171439,0.006621791,0.0001154073,0.0001127082,0.00136486,0.3969307],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01272705,"threshold_uncertainty_score":0.02954942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04941169921380097,"score_gpt":0.2710252984518588,"score_spread":0.2216135992380578,"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."}}