{"id":"W7132608049","doi":"","title":"Huanxin: Pivoting to Shared Strollers?","year":2021,"lang":"en","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Launched; Renting; Scheme (mathematics); Focus (optics); Best practice","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002219067,0.0006660192,0.0006966759,0.0007317125,0.0005336372,0.0002196921,0.0006792952,0.0006086655,0.005835014],"category_scores_gemma":[0.0003833953,0.0007408033,0.0003607464,0.0006293647,0.0003115267,0.0001140112,0.0003868405,0.0006139367,0.006007934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110925,"about_ca_system_score_gemma":0.001899555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003405251,"about_ca_topic_score_gemma":0.0001684931,"domain_scores_codex":[0.9960784,0.0001483763,0.0006088957,0.001240256,0.001287796,0.0006362267],"domain_scores_gemma":[0.9978206,0.00006122266,0.0004095176,0.0009972811,0.0002342412,0.0004772079],"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":[0.00005257597,0.0001681677,0.0003220752,0.0001969096,0.0004104606,0.001641019,0.00008439933,0.001218323,0.009495747,0.006490081,0.9796923,0.0002278894],"study_design_scores_gemma":[0.0005759339,0.00003166889,0.0006498807,0.001888205,0.00008259629,0.0004454164,0.00005499086,0.00006450792,0.0008493394,0.00001617286,0.9945565,0.0007847525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00027701,0.003546498,0.000433405,0.00005462477,0.005105981,0.0006435307,0.0004237983,0.0008127483,0.9887024],"genre_scores_gemma":[0.01329314,0.00001283046,0.0056065,0.0003228747,0.004977981,0.0001952886,0.0009565038,0.001168368,0.9734665],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01523589,"threshold_uncertainty_score":0.9995043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192705308705129,"score_gpt":0.2646008314333818,"score_spread":0.2426737783463305,"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."}}