{"id":"W2748004972","doi":"10.5703/1288284314771","title":"Collegiality Matters: How Do We Work With Others?","year":2012,"lang":"en","type":"article","venue":"","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Collegiality; Promotion (chess); Institution; Academic institution; Work (physics); Public relations; Sociology; Political science; Pedagogy; Computer science; Engineering; Library science; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04337472,0.001004364,0.002298132,0.005424206,0.03670055,0.04839122,0.003899111,0.009504911,0.01577258],"category_scores_gemma":[0.08400208,0.0007217189,0.001514953,0.004352684,0.05287381,0.0408804,0.0210822,0.01666356,0.008885214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007905298,"about_ca_system_score_gemma":0.02771176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01332772,"about_ca_topic_score_gemma":0.01063974,"domain_scores_codex":[0.9418313,0.0369011,0.001330977,0.00467244,0.008679766,0.006584416],"domain_scores_gemma":[0.9104212,0.02401119,0.005519498,0.005735936,0.01395554,0.04035661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006705945,0.00037317,0.02069693,0.0009764474,0.0003281751,0.0009645434,0.4466633,0.000168828,0.0007226937,0.1082594,0.146533,0.2742464],"study_design_scores_gemma":[0.0000400488,0.0002299709,0.009871802,0.001775188,0.00009810162,0.0007182603,0.297333,0.000215473,0.000447754,0.156093,0.5329738,0.0002035939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03358765,0.0314012,0.01160977,0.7735066,0.007321348,0.0001955985,0.00007360774,0.0004421724,0.1418621],"genre_scores_gemma":[0.7299856,0.02700173,0.01204999,0.1598083,0.007969859,0.000609919,0.0001768813,0.0009559258,0.06144182],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04839122,"threshold_uncertainty_score":0.2293901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358782875333811,"score_gpt":0.2693023454516893,"score_spread":0.2457145166983512,"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."}}