{"id":"W4404994957","doi":"10.1016/b978-0-323-95299-6.00010-x","title":"Rhizaria Cavalier-Smith 2002","year":2024,"lang":"en","type":"book-chapter","venue":"Protistology","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Knight; Physics","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":[0.00007581361,0.0006557373,0.000170374,0.0006033944,0.0005656012,0.001144419,0.0004267201,0.0005132432,0.1283862],"category_scores_gemma":[0.0001398793,0.0001719768,0.0001257636,0.0003141003,0.0002717512,0.001164517,0.0007504831,0.0009233583,0.0829614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005184897,"about_ca_system_score_gemma":0.0002463745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849919,"about_ca_topic_score_gemma":0.005714237,"domain_scores_codex":[0.9999412,0.000005846312,0.00000211764,0.00002116535,0.0000241086,0.000005540807],"domain_scores_gemma":[0.9999634,0.000008047411,0.000004153877,0.000005339129,0.00001078379,0.000008322666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003766563,0.00005042954,0.0002633762,0.0002133366,0.000003403509,0.0002681532,0.0003657791,0.0002489198,0.005650723,0.05211861,0.3529379,0.5878418],"study_design_scores_gemma":[0.000001962415,0.000007670581,0.0002092591,0.00003336368,0.000001124859,0.0002281421,0.00002183264,0.00004826497,0.0002639875,0.00144628,0.9977367,0.000001519245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001152072,0.006127656,0.001924644,0.001090265,0.0007159035,0.00004289706,0.0002333444,0.0002785912,0.9884347],"genre_scores_gemma":[0.005378062,0.001967681,0.001224989,0.0003302984,0.0001287442,0.00001607419,0.0001423247,0.00006267016,0.9907491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1283862,"threshold_uncertainty_score":0.4294945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345911789988327,"score_gpt":0.209244585421543,"score_spread":0.1857854675216597,"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."}}