{"id":"W2192981394","doi":"10.22621/cfn.v120i4.372","title":"\"Penguins of the World\" by Wayne Lynch. 2007. [book review]","year":2006,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Environmental ethics; Art history; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002085883,0.0001202893,0.0001561253,0.00003096701,0.0003107388,0.0000571619,0.0006058951,0.00003576235,0.005514565],"category_scores_gemma":[0.00001927572,0.00006839868,0.0001249957,0.0003008005,0.0001231682,0.00008676627,0.00003092909,0.0002523375,0.0001276879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004645966,"about_ca_system_score_gemma":0.0002479669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4623754,"about_ca_topic_score_gemma":0.3729734,"domain_scores_codex":[0.9990901,0.00006004902,0.0002005689,0.0001605135,0.0001699352,0.0003188261],"domain_scores_gemma":[0.9991849,0.00007126107,0.0001030104,0.0004828672,0.00004536736,0.0001125738],"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":[0.000001665881,0.000004725485,0.001147059,0.000006701841,0.00000681533,4.668718e-7,0.00001675498,0.000004049563,0.0001000619,0.007705946,0.9905889,0.0004168638],"study_design_scores_gemma":[0.0001028809,0.000005109157,0.0008640428,0.0001019006,0.00002429266,5.774588e-7,0.0000277499,0.00001089868,0.002386351,0.000722857,0.9956434,0.0001098733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01223119,0.01845694,0.000009596853,0.2193965,0.002468603,0.001095804,0.0003845917,0.00002709708,0.7459297],"genre_scores_gemma":[0.8449274,0.00004576601,0.000009979228,0.02044029,0.0007174408,0.00001393206,0.00004748656,0.00001071596,0.133787],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8326963,"threshold_uncertainty_score":0.9953945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008204614162141726,"score_gpt":0.232284911353987,"score_spread":0.2240802971918453,"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."}}