{"id":"W2010543434","doi":"10.1002/nha3.20081","title":"Critiquing War in the Classroom: Professor Positionality, Vulnerability, and Possibility","year":2014,"lang":"en","type":"article","venue":"New Horizons in Adult Education and Human Resource Development","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"University of South Australia","keywords":"Militarism; Sociocultural perspective; Sociocultural evolution; Vulnerability (computing); Holism; Sociology; Resistance (ecology); Pedagogy; Perspective (graphical); Feminism; Engineering ethics; Gender studies; Political science; Epistemology; Law; Anthropology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002157353,0.0001956503,0.0002034575,0.0001953839,0.0003008434,0.00006016369,0.0002361332,0.0001467141,0.0001305331],"category_scores_gemma":[0.0001722141,0.0001644518,0.0000189231,0.00019511,0.00009906451,0.00006338004,0.0000949076,0.0004789614,0.00001751733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001896895,"about_ca_system_score_gemma":0.0002086238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003748204,"about_ca_topic_score_gemma":0.0003534663,"domain_scores_codex":[0.9977241,0.0005085103,0.0005766189,0.0005432541,0.0002792794,0.0003682257],"domain_scores_gemma":[0.99916,0.00024653,0.00009694679,0.0002966024,0.00005556815,0.0001443567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006572047,0.001470364,0.4474229,0.0001764254,0.00003148789,0.000002771821,0.1458905,0.000001176547,0.0000945455,0.1499765,0.02256082,0.2323067],"study_design_scores_gemma":[0.0007933399,0.00005771299,0.8725887,0.0001946867,0.000006006492,0.00001429836,0.01345468,0.000002754537,0.00003547649,0.006386712,0.106225,0.0002406692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761083,0.0001545295,0.0000465681,0.004903693,0.0004732196,0.0004504424,0.000001152133,0.00002988465,0.01783222],"genre_scores_gemma":[0.9919639,0.000007837134,0.001672215,0.001346042,0.0002260343,0.0002475118,0.00003975363,0.00001363266,0.004483072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4251657,"threshold_uncertainty_score":0.6706148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02725715951158903,"score_gpt":0.3564934916454199,"score_spread":0.3292363321338309,"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."}}