{"id":"W4283378386","doi":"10.1007/s10739-022-09684-7","title":"The Darwin Correspondence Project and Pedagogy","year":2022,"lang":"en","type":"article","venue":"Journal of the History of Biology","topic":"Evolution and Science Education","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Darwin (ADL); Philosophy of biology; History of science; Epistemology; Philosophy; Philosophy of science; Sociology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.005485488,0.0002870313,0.0003890603,0.001557594,0.008686795,0.006924435,0.000999824,0.003971506,0.01900468],"category_scores_gemma":[0.01296125,0.0002289765,0.0001737959,0.001414567,0.0243396,0.005694618,0.005925983,0.003931504,0.0007466246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009675004,"about_ca_system_score_gemma":0.01011616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006404464,"about_ca_topic_score_gemma":0.007381936,"domain_scores_codex":[0.9948393,0.003592425,0.00008775087,0.0004812026,0.0005668733,0.0004324459],"domain_scores_gemma":[0.9946029,0.003576561,0.0002364452,0.0004814667,0.0004550265,0.0006475976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003537896,0.00001345478,0.0001042392,0.00000644261,6.215609e-7,0.00001101212,0.001334316,0.00005301607,0.00001521851,0.9912995,0.002032556,0.005126198],"study_design_scores_gemma":[0.00001795196,0.000023794,0.0006767533,0.00008321716,0.000002617594,0.00005102559,0.004918764,0.0003902027,0.0002334482,0.7610932,0.2325017,0.000007374822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02710294,0.00267277,0.007659656,0.06014284,0.0008342941,0.00005039457,0.00004318034,0.00005470148,0.9014392],"genre_scores_gemma":[0.9024827,0.001056982,0.002420414,0.001824519,0.0003476327,0.00008508428,0.0000218703,0.00007471917,0.09168615],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01900468,"threshold_uncertainty_score":0.07019746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06682485833316738,"score_gpt":0.2953378572116314,"score_spread":0.228512998878464,"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."}}