{"id":"W6894361988","doi":"10.5683/sp3/pjgknt","title":"Gail's Dilemma","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Dilemma; Balance (ability); Complete information; Control (management)","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":[],"consensus_categories":[],"category_scores_codex":[0.008238124,0.001366726,0.00173245,0.003624364,0.004259049,0.0081985,0.003107438,0.00520235,0.06611009],"category_scores_gemma":[0.06586638,0.0005872474,0.001508439,0.005083854,0.003254755,0.01059488,0.006174186,0.007335667,0.04495587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003336793,"about_ca_system_score_gemma":0.006285555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02729696,"about_ca_topic_score_gemma":0.03486432,"domain_scores_codex":[0.9936793,0.002548184,0.0005196583,0.001603484,0.001007776,0.0006415292],"domain_scores_gemma":[0.9833855,0.008779881,0.0006884224,0.003036159,0.002788494,0.001321561],"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":[0.00008517585,0.00001582102,0.002051535,0.0001399905,0.00002758081,0.000163631,0.0002291682,0.0001816835,0.00001517415,0.01195382,0.9577146,0.02742182],"study_design_scores_gemma":[0.00008679643,0.00001309126,0.001790084,0.001060248,0.00003128837,0.001136296,0.001172666,0.0006496715,0.00008320824,0.0563858,0.9375345,0.00005648156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"dataset","genre_scores_codex":[0.01397572,0.0191068,0.009214248,0.4969031,0.01677905,0.00029533,0.2964329,0.002432883,0.1448602],"genre_scores_gemma":[0.1997263,0.02174106,0.02047771,0.3416117,0.01016475,0.002293662,0.3303685,0.005500705,0.0681157],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.06611009,"threshold_uncertainty_score":0.2211603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709748928379838,"score_gpt":0.2855013888560247,"score_spread":0.2684038995722263,"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."}}