{"id":"W6940747728","doi":"10.11575/prism/35480","title":"Faculty Development as Community Building","year":2006,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collegiality; Faculty development; Nature versus nurture; Professional development; Social connectedness; Sense of community; Work (physics); Higher education","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":[0.008533807,0.0005499342,0.0004432231,0.002728251,0.008233917,0.009996713,0.002100771,0.002478893,0.01487698],"category_scores_gemma":[0.00935084,0.0003215926,0.0004817144,0.002253557,0.02366358,0.006970436,0.01329817,0.002400729,0.001518748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006608584,"about_ca_system_score_gemma":0.01275702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00443551,"about_ca_topic_score_gemma":0.009431847,"domain_scores_codex":[0.9932677,0.003934446,0.0001757437,0.0007752244,0.00111512,0.000731839],"domain_scores_gemma":[0.9898817,0.003284361,0.0007631265,0.001664757,0.001279879,0.00312624],"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":[0.00001687156,0.0001013553,0.0008945771,0.0001799038,0.00001204981,0.0002333574,0.01661094,0.0007860455,0.0006037598,0.8755662,0.006594975,0.0984],"study_design_scores_gemma":[0.00004224076,0.00007675654,0.001232202,0.0002200409,0.00001092439,0.0003161372,0.008808143,0.001349753,0.0006421201,0.5504178,0.4368606,0.000023266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03342582,0.002900111,0.1077006,0.02416756,0.0006763323,0.0009938512,0.00006924922,0.000395038,0.8296716],"genre_scores_gemma":[0.7854894,0.002136032,0.08409904,0.001826361,0.0002760288,0.0008130058,0.00007045735,0.0001764278,0.1251131],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01487698,"threshold_uncertainty_score":0.04976851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667897805964726,"score_gpt":0.2013162547261132,"score_spread":0.184637276666466,"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."}}