{"id":"W4281789121","doi":"10.1016/j.eclinm.2022.101481","title":"Academic harassment: The need for interdependent actions of stakeholders","year":2022,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"European Commission","keywords":"Medicine; Harassment; Interdependence; Public relations; Internet privacy; Law; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00394745,0.00005656871,0.0001470832,0.00004934193,0.0008362036,0.000006615999,0.0004290803,0.00004028776,0.0009258959],"category_scores_gemma":[0.0006929325,0.00004022435,0.000100658,0.000259082,0.0003205734,0.00004840391,0.00009758027,0.0004538629,0.000006826992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006872576,"about_ca_system_score_gemma":0.0001422223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002175655,"about_ca_topic_score_gemma":0.00007670101,"domain_scores_codex":[0.9985771,0.000273487,0.0003658672,0.0001441841,0.0004262927,0.0002130319],"domain_scores_gemma":[0.9983385,0.001210416,0.0001855966,0.0001606703,0.00003985562,0.00006494827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009252437,0.0008670984,0.1332797,0.00008939342,0.000427022,0.00001430116,0.08583885,0.0008580069,0.003454583,0.09058066,0.4978937,0.1857715],"study_design_scores_gemma":[0.001429401,0.0004615347,0.004081675,0.00009848729,0.0001014945,0.000001664976,0.2189556,0.0001428476,0.00006434558,0.00638539,0.7681471,0.0001304491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7630527,0.000734116,0.002779829,0.2037985,0.003802567,0.001684862,0.00005080846,0.0001191303,0.02397748],"genre_scores_gemma":[0.9949852,0.0002010576,0.00006724888,0.001855737,0.0005473323,0.0001004609,0.000007222407,0.000007106597,0.002228662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2702534,"threshold_uncertainty_score":0.9999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2727211110653995,"score_gpt":0.4562480903686617,"score_spread":0.1835269793032621,"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."}}