{"id":"W4417075951","doi":"10.59350/matj4-k1522","title":"Darwin on Twitter","year":2009,"lang":"","type":"article","venue":"","topic":"Evolution and Science Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Darwin (ADL); Directory; Charles darwin; Darwinism","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001687784,0.0001203939,0.00009286445,0.0001069548,0.0005251393,0.0004100477,0.0001416887,0.0000390353,0.08951212],"category_scores_gemma":[0.00001812928,0.00009337174,0.0000670174,0.00005136105,0.0001441118,0.000237104,0.000006113605,0.0001210076,0.005129314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004716837,"about_ca_system_score_gemma":0.00006427092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000029916,"about_ca_topic_score_gemma":0.00002254158,"domain_scores_codex":[0.9990588,0.00003190121,0.0001941044,0.0002299416,0.0002352365,0.0002499531],"domain_scores_gemma":[0.9995508,0.00002197477,0.00004563083,0.000214671,0.00006887464,0.00009811521],"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":[0.000006246087,0.0001989076,0.00001938928,0.000001217888,0.000001737395,4.241266e-7,0.01455181,0.000002595442,0.00003091438,0.6915912,0.2828364,0.01075916],"study_design_scores_gemma":[0.0001830699,0.0005665533,0.01047292,0.00002948952,0.000008096609,0.000001070742,0.01014589,0.0003993933,0.0001236807,0.008832678,0.9690087,0.0002285017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05950788,0.00006445801,0.00004426059,0.03687648,0.002124452,0.00009739243,0.000001635219,0.00004201179,0.9012414],"genre_scores_gemma":[0.7196368,0.00001393036,0.00002603626,0.01590004,0.0009977887,9.808729e-7,0.000002033069,0.000002538599,0.2634199],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6861722,"threshold_uncertainty_score":0.9956453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07982173087165541,"score_gpt":0.2959888243093364,"score_spread":0.216167093437681,"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."}}