{"id":"W4400482760","doi":"10.55016/ojs/cpai.v5i1.74195","title":"Make it someone’s job: Documenting the growth of the academic integrity profession through a collection of position postings","year":2022,"lang":"en","type":"article","venue":"Canadian Perspectives on Academic Integrity","topic":"Radiology practices and education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Red River College","funders":"","keywords":"Academic integrity; Position (finance); Scientific integrity; Data collection; Psychology; Public relations; Internet privacy; Political science; Computer science; Business; Sociology; Engineering ethics; Social psychology; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03652906,0.0002439021,0.0003916882,0.01821305,0.00333038,0.005036293,0.001678111,0.0005993645,0.002296592],"category_scores_gemma":[0.1286215,0.0003770835,0.0003692392,0.02616705,0.002087848,0.00288101,0.002911717,0.001046746,0.0006942135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01284718,"about_ca_system_score_gemma":0.04705273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4027157,"about_ca_topic_score_gemma":0.6917061,"domain_scores_codex":[0.9683508,0.009002058,0.004004734,0.001884529,0.0148079,0.001949885],"domain_scores_gemma":[0.7295499,0.0621786,0.06830586,0.01419105,0.1165652,0.009209454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001227965,0.00005759383,0.5737171,0.006282514,0.000164864,0.0003822226,0.09696387,0.0001026229,0.001063033,0.00339483,0.05450515,0.2632434],"study_design_scores_gemma":[0.000009291936,0.00004774878,0.7679424,0.004002492,0.00008764405,0.0002177452,0.04726065,0.000164998,0.0005389529,0.0002729974,0.1793757,0.00007935186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8301056,0.03259329,0.005590199,0.02146822,0.001342421,0.001232851,0.04973211,0.0002333283,0.05770196],"genre_scores_gemma":[0.9413528,0.01562698,0.01739961,0.003515958,0.0004816865,0.001024766,0.01362123,0.0001734028,0.006803523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4027157,"threshold_uncertainty_score":0.8007432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03480278348419991,"score_gpt":0.3433914875908139,"score_spread":0.308588704106614,"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."}}