{"id":"W4388519420","doi":"10.1086/scj4902119","title":":<i>Ecological Approaches to Early Modern English Texts: A Field Guide to Reading and Teaching</i>","year":2018,"lang":"en","type":"article","venue":"Sixteenth Century Journal","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Medicine Hat College","funders":"","keywords":"Reading (process); Field (mathematics); Computer science; Mathematics education; Ecology; Linguistics; Psychology; Biology; Mathematics; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002162529,0.0001067938,0.0001391932,0.0001169851,0.001448149,0.0003241861,0.0004628352,0.0001055767,0.000180352],"category_scores_gemma":[0.002405808,0.00009457341,0.00004427231,0.0001279898,0.0001053205,0.0002935147,0.0001089888,0.0003867776,0.00003889321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001405056,"about_ca_system_score_gemma":0.0001675964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003406288,"about_ca_topic_score_gemma":0.0004334577,"domain_scores_codex":[0.9983249,0.0004299584,0.0002768216,0.0002097898,0.000348069,0.0004105195],"domain_scores_gemma":[0.9986592,0.0002710662,0.0001001062,0.0002307921,0.0001688931,0.0005699715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007552974,0.0002478137,0.04134739,0.000008035946,0.00003496727,0.000002636632,0.6750753,0.000007291633,0.0001165014,0.01525698,0.09710075,0.1707268],"study_design_scores_gemma":[0.0003602031,0.0005413674,0.02896529,0.0001190577,0.00003468962,0.00001444871,0.05237428,0.00006365668,0.00009363158,0.005292585,0.9117737,0.0003670751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8742557,0.0002949626,0.003650298,0.01214014,0.002498593,0.0003387344,0.000002034062,0.00006509776,0.1067545],"genre_scores_gemma":[0.9849557,0.0003530901,0.008534098,0.001717161,0.003371354,0.00001258022,0.000001733867,0.000009595025,0.001044633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8146729,"threshold_uncertainty_score":0.9998518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06127049493761715,"score_gpt":0.3256465971209015,"score_spread":0.2643761021832844,"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."}}