{"id":"W4205526059","doi":"10.1002/9780470690048.part2d","title":"Introduction","year":2002,"lang":"en","type":"other","venue":"Teaching and Learning","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006555457,0.0008513011,0.0004971391,0.001445673,0.0016323,0.004070449,0.001391678,0.001808138,0.5761474],"category_scores_gemma":[0.002240211,0.0002554729,0.0004338864,0.001682108,0.0005002083,0.002662413,0.002153633,0.001565151,0.4263543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001822466,"about_ca_system_score_gemma":0.002740517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005525456,"about_ca_topic_score_gemma":0.009260559,"domain_scores_codex":[0.9993078,0.00007110115,0.0000287716,0.0001425145,0.0003717296,0.0000781593],"domain_scores_gemma":[0.9992096,0.0001147815,0.00003219788,0.00009138601,0.0004182926,0.0001337017],"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":[0.00001765217,0.000049478,0.000170869,0.0001948925,0.000001463787,0.00005472329,0.00022529,0.00009461372,0.0003136448,0.02407873,0.8085474,0.1662512],"study_design_scores_gemma":[9.246869e-7,0.000003524473,0.0001317262,0.00006766019,6.013851e-7,0.00001633088,0.00005833391,0.00001014724,0.00004644026,0.001419227,0.9982437,0.000001443732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004241424,0.002399265,0.002920814,0.004419826,0.004436344,0.000157243,0.003560434,0.0006956072,0.9809864],"genre_scores_gemma":[0.001263562,0.00178373,0.001311843,0.001101039,0.0005591085,0.00008298812,0.002399724,0.0001849131,0.9913132],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4238526,"threshold_uncertainty_score":0.6045742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008451985648838423,"score_gpt":0.1878045667459396,"score_spread":0.1793525810971012,"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."}}