{"id":"W3115615186","doi":"","title":"Deserving, Gifting, and Needs","year":2020,"lang":"en","type":"article","venue":"Canadian women's studies","topic":"Religion, Gender, and Enlightenment","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Ethnology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006449387,0.000142112,0.0001949204,0.00009461924,0.0005331244,0.0001095218,0.00009987032,0.00002160069,0.0004666304],"category_scores_gemma":[0.00004040017,0.0001213837,0.00002752786,0.00004782812,0.0001861247,0.00007665143,0.00005106427,0.00006908307,0.00008847845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001573535,"about_ca_system_score_gemma":0.00007568701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001990441,"about_ca_topic_score_gemma":0.004752371,"domain_scores_codex":[0.9991923,0.00001468442,0.0001350603,0.0001664892,0.00009395665,0.0003975155],"domain_scores_gemma":[0.9993538,0.00002139433,0.00003166109,0.00009572204,0.00006154968,0.0004358324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003149873,0.000003077535,0.0006439026,0.00006167232,0.0001343781,0.0000144941,0.8785579,0.00000113376,0.000003775798,0.07070213,0.04960406,0.0002703017],"study_design_scores_gemma":[0.00009537416,0.00005631551,0.00003498337,0.000008552202,0.000009151312,7.296829e-7,0.5431217,0.000006317747,0.000004148115,0.00180762,0.4547467,0.0001084151],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9038601,0.003780831,5.820735e-7,0.003838301,0.0003060832,0.00009422271,0.00001828744,0.00005011568,0.08805148],"genre_scores_gemma":[0.9823443,0.0006248552,0.00001397772,0.009799858,0.0006321225,0.00003013098,0.000002827216,0.00001774485,0.006534196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4051426,"threshold_uncertainty_score":0.5109276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05479538527393065,"score_gpt":0.2318179262245036,"score_spread":0.177022540950573,"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."}}