{"id":"W7132188948","doi":"","title":"Huanxin: Pivoting to Shared Strollers?","year":2021,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Set (abstract data type); Context (archaeology); Identification (biology); Perspective (graphical); Key (lock)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009190404,0.002320441,0.002241716,0.001828219,0.00321011,0.00118102,0.002111041,0.00191986,0.03179194],"category_scores_gemma":[0.001716409,0.002812063,0.001458334,0.002303867,0.001525891,0.0005376127,0.001580376,0.002262492,0.02869518],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005832199,"about_ca_system_score_gemma":0.01098113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003105168,"about_ca_topic_score_gemma":0.0001488307,"domain_scores_codex":[0.9864331,0.0007756132,0.002612251,0.004134143,0.003873633,0.002171278],"domain_scores_gemma":[0.99196,0.0003029328,0.001587012,0.002732836,0.001435823,0.001981431],"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":[0.001672323,0.003732783,0.004013446,0.002864105,0.007171874,0.02510442,0.002049291,0.06850369,0.1898024,0.04741321,0.6440521,0.003620239],"study_design_scores_gemma":[0.002275188,0.00020637,0.003971695,0.008645622,0.0005175442,0.002456428,0.0003848096,0.0008314874,0.004056733,0.00003996951,0.9736622,0.002951978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004022389,0.01199813,0.001406503,0.0001831609,0.01939534,0.002301074,0.0009561917,0.0005415032,0.9591957],"genre_scores_gemma":[0.1839775,0.0000868528,0.008671465,0.0007394426,0.0128846,0.0005338077,0.001527874,0.001818087,0.7897604],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.32961,"threshold_uncertainty_score":0.9998559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382435095117522,"score_gpt":0.2649191721951598,"score_spread":0.2410948212439846,"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."}}