{"id":"W4244372367","doi":"10.3410/f.718354582.793494367","title":"Faculty Opinions recommendation of Negative frequency-dependent preferences and variation in male facial hair.","year":2014,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Variation (astronomy); Audiology; Psychology; Computer science; Speech recognition; Medicine; Physics; Astrophysics","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":[0.001626767,0.002673541,0.001559981,0.003463175,0.0007813568,0.002495354,0.003367543,0.003009771,0.06141843],"category_scores_gemma":[0.00950533,0.0006270345,0.00186631,0.003436568,0.0004684075,0.001315541,0.002428822,0.001648606,0.0722554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014536,"about_ca_system_score_gemma":0.002233427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02740523,"about_ca_topic_score_gemma":0.08852824,"domain_scores_codex":[0.9988322,0.0002173463,0.0001270894,0.0003391732,0.0002911646,0.0001931917],"domain_scores_gemma":[0.9967369,0.000791529,0.0003982453,0.0007752107,0.0008829832,0.0004150474],"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":[0.0001007679,0.00003765845,0.002727639,0.0004512414,0.00004768799,0.00002001462,0.00001796837,0.0001410717,0.0001141528,0.0001349307,0.9928744,0.003332509],"study_design_scores_gemma":[0.0007652589,0.00005471915,0.03621921,0.0006201205,0.0001621869,0.0001967119,0.0002308625,0.002358214,0.0009600227,0.00163933,0.9567029,0.00009038137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006077519,0.0001022428,0.0001046323,0.0001693159,0.00007533371,0.00002840873,0.9976471,0.0003672811,0.0008979914],"genre_scores_gemma":[0.001310878,0.00006625942,0.0004407186,0.00008912865,0.00002507727,0.000119258,0.9961359,0.00005156708,0.00176127],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06141843,"threshold_uncertainty_score":0.2054651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04164903831008617,"score_gpt":0.360011590723656,"score_spread":0.3183625524135698,"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."}}