{"id":"W4367017623","doi":"10.46692/9781447350385.004","title":"Sharing By Gender","year":2019,"lang":"en","type":"other","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007073382,0.0001883801,0.000188296,0.0001966509,0.00002549807,0.0002577996,0.0003049686,0.0001907301,0.0437677],"category_scores_gemma":[0.000005471472,0.0001577939,0.00006112783,0.00007499055,0.000008590494,0.0002959575,0.0001812294,0.0001165863,0.03091955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009077197,"about_ca_system_score_gemma":0.000004651902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280118,"about_ca_topic_score_gemma":0.00005569636,"domain_scores_codex":[0.9992988,2.55428e-7,0.0001118012,0.0003087025,0.00007966668,0.0002008213],"domain_scores_gemma":[0.999543,0.000005111771,0.000133385,0.0003053031,0.000008015607,0.000005255675],"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":[0.000001059707,0.000007255651,0.002862116,0.0001740923,0.00003474403,8.214934e-7,0.00000113601,5.611208e-7,0.000001556855,0.02137961,0.9746663,0.0008707247],"study_design_scores_gemma":[0.0001398034,5.270845e-7,0.00008430926,0.0000380985,0.00001839667,2.901605e-7,0.000009399237,0.0002464606,0.000001294412,0.001109786,0.9980927,0.0002589523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003936475,0.0002265754,0.0001508234,0.00004389896,0.0007803581,0.0001657577,0.000004827342,0.0004386564,0.9981498],"genre_scores_gemma":[0.0006634985,0.0000124775,0.00004671812,0.002523136,0.001729647,0.000007118295,0.0001525398,0.0002972309,0.9945676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02342637,"threshold_uncertainty_score":0.969835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600305804633321,"score_gpt":0.2052491502277357,"score_spread":0.1792460921814025,"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."}}