{"id":"W4311952328","doi":"10.24908/encounters.v23i0.16160","title":"Umbrellas","year":2022,"lang":"en","type":"article","venue":"Encounters in Theory and History of Education","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006474711,0.0008712586,0.0005647848,0.001806765,0.003522007,0.006320647,0.001213424,0.002323834,0.6081826],"category_scores_gemma":[0.003636951,0.000405382,0.0004504085,0.002600743,0.001266476,0.005514211,0.003757104,0.002265656,0.3920108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002017316,"about_ca_system_score_gemma":0.001915508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009179344,"about_ca_topic_score_gemma":0.01769523,"domain_scores_codex":[0.9990174,0.0001386628,0.00004907882,0.0001924246,0.0004437181,0.0001587206],"domain_scores_gemma":[0.9988934,0.0001481249,0.00007640877,0.0002046369,0.0004813375,0.0001960941],"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":[0.00005545058,0.00002559429,0.0001652127,0.0001558593,0.000004151051,0.0001208438,0.0005166488,0.00004254001,0.0003768232,0.03152223,0.8386303,0.1283843],"study_design_scores_gemma":[0.000001087704,0.000002269293,0.00006079493,0.00003201331,5.239066e-7,0.00001746535,0.0001176974,0.00001244398,0.0000593445,0.001043891,0.9986505,0.000001864959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008293159,0.004565803,0.001024593,0.007905732,0.0077423,0.00006370971,0.000870012,0.0006000447,0.9763985],"genre_scores_gemma":[0.002165022,0.0009038959,0.0001720356,0.0006323464,0.0003090054,0.00001641624,0.0001611874,0.0002314946,0.9954086],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6081826,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00744825481089713,"score_gpt":0.2005608446101346,"score_spread":0.1931125897992375,"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."}}