{"id":"W4392841455","doi":"10.2139/ssrn.4707852","title":"The IAMCR Emerging Scholars Network","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Political science; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009196466,0.0005909035,0.0008392663,0.007513567,0.002829614,0.006367111,0.001981525,0.003168266,0.4159546],"category_scores_gemma":[0.02076424,0.0003099544,0.0004604632,0.005014619,0.0009327563,0.003578015,0.006721547,0.00239648,0.1858279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750457,"about_ca_system_score_gemma":0.01133053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003018312,"about_ca_topic_score_gemma":0.006502129,"domain_scores_codex":[0.9972367,0.0008014263,0.0002101057,0.0003360231,0.0009058449,0.0005098749],"domain_scores_gemma":[0.9732169,0.004964508,0.002166854,0.002410256,0.005459103,0.0117823],"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":[0.00008650266,0.00006511449,0.001612235,0.0002979858,0.00000718151,0.0001162611,0.0002561753,0.00003297542,0.0001597168,0.009697938,0.8871167,0.1005513],"study_design_scores_gemma":[0.00001294267,0.000009569628,0.001048079,0.0002056176,0.000002947595,0.00005150794,0.0002715361,0.00005150882,0.00003624216,0.001189031,0.9971174,0.000003665019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004921535,0.01933986,0.001917025,0.09441104,0.01348138,0.0004743777,0.02130219,0.001416958,0.8427356],"genre_scores_gemma":[0.02425441,0.01289576,0.003365168,0.0109651,0.005740553,0.0006231144,0.01156208,0.000666854,0.9299271],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4159546,"threshold_uncertainty_score":0.8330699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02908735848277573,"score_gpt":0.415268218887451,"score_spread":0.3861808604046753,"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."}}