{"id":"W4417203699","doi":"10.3998/ergo.9318","title":"Title Pending 9318","year":2025,"lang":"","type":"article","venue":"Ergo an Open Access Journal of Philosophy","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"","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":["insufficient_payload"],"category_scores_codex":[0.0006191989,0.0007967026,0.0009537248,0.002052282,0.002157231,0.006305434,0.001251314,0.002588466,0.9205555],"category_scores_gemma":[0.002238831,0.0004765221,0.000662046,0.001282664,0.0006641776,0.001630758,0.001900727,0.001620706,0.8951623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260204,"about_ca_system_score_gemma":0.002134063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003614629,"about_ca_topic_score_gemma":0.005960151,"domain_scores_codex":[0.9994822,0.00004743043,0.00002223335,0.0001345158,0.0002312753,0.00008232012],"domain_scores_gemma":[0.9987588,0.0001596849,0.00005291332,0.0001534662,0.0004781672,0.0003971001],"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":[0.00009113846,0.00005633565,0.0001349266,0.0001559407,0.000006571106,0.00005634746,0.00003573597,0.00005032817,0.0008263058,0.006708091,0.9159489,0.0759294],"study_design_scores_gemma":[0.00002056836,0.00002832093,0.0003822702,0.00006040484,0.000004852867,0.00003233099,0.00003160772,0.00005006529,0.0001508502,0.001182448,0.9980518,0.000004420263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004592793,0.0004517563,0.0005253777,0.001295208,0.002976319,0.0001559254,0.003335516,0.0006606681,0.9901399],"genre_scores_gemma":[0.0006641445,0.0001307535,0.00009167225,0.0002043503,0.0001689987,0.00002189732,0.0006669763,0.0001289759,0.9979222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07944453,"threshold_uncertainty_score":0.1133179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1542229983565957,"score_gpt":0.3646014583792082,"score_spread":0.2103784600226124,"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."}}