{"id":"W7031733778","doi":"","title":"9780472902156.pdf","year":2020,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Impact of Education Environments","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poetry; Beauty; Feeling; Fifteenth; Chinese poetry; Quarter (Canadian coin)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004923601,0.0003033183,0.0002922201,0.0001174026,0.000689482,0.0003691721,0.001110098,0.0002374521,0.971677],"category_scores_gemma":[0.000386857,0.0002662788,0.0001314933,0.0003805304,0.0005255429,0.0002595015,0.0001327499,0.0003365205,0.9806314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003203065,"about_ca_system_score_gemma":0.0005485096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0025939,"about_ca_topic_score_gemma":0.001208401,"domain_scores_codex":[0.9975595,0.0003727449,0.0002852386,0.0004451847,0.0008796718,0.0004576248],"domain_scores_gemma":[0.9985396,0.0001705038,0.0004405257,0.0005740447,0.00002506847,0.00025021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005028253,0.0000597437,0.0003981287,0.00001130615,0.00009605016,0.000001912893,0.002317099,0.000001042058,0.000007716582,0.00367147,0.04782028,0.9456102],"study_design_scores_gemma":[0.0001712206,0.0000167277,0.001256812,0.0000383897,0.00006765395,8.433782e-7,0.00104342,0.000002264698,0.000004281407,0.0005551261,0.9965332,0.0003100968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001915655,0.000002859143,0.0001357884,0.01806874,0.001760696,0.0008951504,1.421279e-8,0.0001906231,0.978927],"genre_scores_gemma":[0.002389356,0.0002893734,0.0005424086,0.002569394,0.002414073,0.00008873858,0.0002226152,0.0003145049,0.9911695],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9487129,"threshold_uncertainty_score":0.999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02549643533512672,"score_gpt":0.3213571675022062,"score_spread":0.2958607321670794,"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."}}