{"id":"W4212997912","doi":"10.1007/978-0-387-68852-7_6","title":"Text environments","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004742467,0.00076943,0.0003902797,0.001857693,0.00178142,0.006455735,0.001564591,0.001075884,0.5136259],"category_scores_gemma":[0.002914131,0.0003431719,0.0003520502,0.002068685,0.0007437996,0.006050409,0.004047514,0.001039427,0.329272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007284751,"about_ca_system_score_gemma":0.0008400429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111916,"about_ca_topic_score_gemma":0.002069382,"domain_scores_codex":[0.9993767,0.0001399942,0.00003490079,0.0001213613,0.0002703081,0.00005669712],"domain_scores_gemma":[0.9990307,0.0002333188,0.0000537771,0.0002500051,0.0002483704,0.0001836853],"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":[0.000094926,0.00008233625,0.0001576627,0.0002274115,0.000004880855,0.0001742048,0.00138025,0.0001842758,0.001626504,0.1005641,0.6687179,0.2267856],"study_design_scores_gemma":[0.00000584729,0.000006130678,0.00009349251,0.00004985226,0.000001827355,0.00006774426,0.0002596601,0.0001121535,0.0003807138,0.006493081,0.9925243,0.000005096295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001235723,0.0003622443,0.009087072,0.0008578469,0.0005158468,0.00007240666,0.002044017,0.003779168,0.9820457],"genre_scores_gemma":[0.008087989,0.0003952817,0.004012324,0.0003197405,0.0001538555,0.00009915145,0.002643459,0.001907091,0.982381],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5136259,"threshold_uncertainty_score":0.6937537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09361462747595968,"score_gpt":0.2201577514035607,"score_spread":0.126543123927601,"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."}}