{"id":"W4297997379","doi":"10.32920/ryerson.14636850.v2","title":"Review [untitled]","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Feminism; Democracy; State (computer science); Political science; Art; Humanities; Theology; Philosophy; Law; Politics; Mathematics","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":[0.001259767,0.001293156,0.002605845,0.005737619,0.0009924471,0.004726843,0.003550594,0.003705437,0.2676845],"category_scores_gemma":[0.01292437,0.0007044537,0.001731723,0.008093221,0.001001145,0.003585912,0.002647613,0.003194446,0.165443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245242,"about_ca_system_score_gemma":0.006589329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00611563,"about_ca_topic_score_gemma":0.009038758,"domain_scores_codex":[0.9985946,0.0001935719,0.0002097969,0.0002447346,0.0006211271,0.0001361333],"domain_scores_gemma":[0.9938638,0.001413107,0.0008939026,0.0004083874,0.003005574,0.0004152452],"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":[0.00005895109,0.00001136327,0.00004071333,0.0183179,0.00006592923,0.00009425957,0.00003475528,0.00004590507,0.0001927557,0.001025538,0.8410383,0.1390736],"study_design_scores_gemma":[0.00001643799,0.00001309802,0.0002261105,0.01049643,0.00006386985,0.0001619422,0.00002672703,0.00001007402,0.00006277837,0.0005577977,0.9883549,0.000009916303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001262719,0.8683284,0.0005654155,0.01603574,0.05531701,0.0003163688,0.005733498,0.0003381024,0.05323921],"genre_scores_gemma":[0.001586573,0.8492302,0.0008311272,0.03791323,0.02167242,0.0005095949,0.005748373,0.0002152411,0.08229318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7323154,"threshold_uncertainty_score":0.895494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05075568790821634,"score_gpt":0.3456488744259415,"score_spread":0.2948931865177252,"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."}}