{"id":"W2132291723","doi":"10.5558/tfc81785-6","title":"Does interdisciplinary research require interdisciplinary education?","year":2005,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development; University of Alberta","funders":"University of Alberta","keywords":"Curriculum; Discipline; Generality; Engineering ethics; Set (abstract data type); Graduate education; Frontier; Sociology; Scope (computer science); Pedagogy; Political science; Psychology; Social science; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.03877551,0.0004618946,0.001083659,0.002071058,0.005529794,0.01351778,0.001846896,0.008598263,0.01438821],"category_scores_gemma":[0.05699367,0.0005808383,0.0008682779,0.002415476,0.03492944,0.02475952,0.01491291,0.008972132,0.003393808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005893356,"about_ca_system_score_gemma":0.01322397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001940309,"about_ca_topic_score_gemma":0.002969088,"domain_scores_codex":[0.9754353,0.0107629,0.001846112,0.00281709,0.006501156,0.002637464],"domain_scores_gemma":[0.8792735,0.07035106,0.01151715,0.01397312,0.01148229,0.01340286],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002577384,0.0001828532,0.004888537,0.0004276074,0.00001173946,0.0001691356,0.005036342,0.0001698618,0.0002873773,0.9147971,0.02421561,0.04978796],"study_design_scores_gemma":[0.0000369368,0.00008012058,0.006390567,0.0006778009,0.000007693333,0.0004526434,0.006229675,0.0002818615,0.0002654798,0.7644068,0.2211376,0.00003290307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02201628,0.01314557,0.02039127,0.8174772,0.004255097,0.00009004175,0.00008027182,0.0001554763,0.1223889],"genre_scores_gemma":[0.7041909,0.0206984,0.02562121,0.2086234,0.01312293,0.0006376444,0.0002881812,0.0001919983,0.02662536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9612245,"threshold_uncertainty_score":0.2050669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343011467851182,"score_gpt":0.3606810010514113,"score_spread":0.3372508863728995,"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."}}