{"id":"W4408263323","doi":"10.29173/pathfinder118","title":"Evidence Synthesis Institute Canada 2024","year":2025,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05656017,0.002473211,0.004732554,0.01347672,0.005283095,0.02160981,0.008223997,0.00953013,0.2071897],"category_scores_gemma":[0.1342079,0.004106246,0.004119905,0.01636521,0.004414181,0.003524493,0.007206151,0.01100083,0.07770059],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08940961,"about_ca_system_score_gemma":0.460027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.663788,"about_ca_topic_score_gemma":0.6778122,"domain_scores_codex":[0.9156798,0.02153509,0.01076284,0.006684714,0.0405465,0.004791145],"domain_scores_gemma":[0.7448156,0.03890918,0.009923266,0.01455159,0.1762695,0.01553095],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002489029,0.00003172156,0.0004883948,0.01041109,0.0002461394,0.0001351354,0.0001920128,0.0003111032,0.0003235463,0.02616114,0.8042193,0.1572316],"study_design_scores_gemma":[0.000104228,0.00002489083,0.001272631,0.006304424,0.0001177492,0.00003608205,0.00007740023,0.0001247866,0.000151397,0.002615419,0.9891309,0.00004017394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006646225,0.08272174,0.02318674,0.1430275,0.02468568,0.01087803,0.09246836,0.004219848,0.6181476],"genre_scores_gemma":[0.02284744,0.1360879,0.1834936,0.06405577,0.004075066,0.01808615,0.08538114,0.003552489,0.4824203],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9434398,"threshold_uncertainty_score":0.6931185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4901341364552667,"score_gpt":0.5034305286489958,"score_spread":0.01329639219372913,"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."}}