{"id":"W1511620306","doi":"10.1007/3-540-45005-x_10","title":"Some Properties of Ciliate Bio-operations","year":2003,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Ciliate; Biology; Ecology","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":[0.0005454786,0.0004425134,0.0005220521,0.001358381,0.001063361,0.002453413,0.0007175431,0.0008965476,0.004299739],"category_scores_gemma":[0.00302231,0.0003566048,0.0006464216,0.001517128,0.002022507,0.003046628,0.00101187,0.00120043,0.0006020683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007040942,"about_ca_system_score_gemma":0.0003284781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000610022,"about_ca_topic_score_gemma":0.0004597878,"domain_scores_codex":[0.9996315,0.00005560911,0.00003986237,0.00007481304,0.0001593428,0.00003875845],"domain_scores_gemma":[0.9987537,0.0007026352,0.0001486014,0.0001560719,0.000158059,0.00008089479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003068114,0.0000159023,0.0004181576,0.00009183768,0.00001018297,0.0001177872,0.0002598084,0.003981545,0.003222423,0.9710324,0.001509562,0.01930971],"study_design_scores_gemma":[0.00001165829,0.0000336366,0.0008143553,0.00003126259,0.00001365212,0.0003359126,0.0001256686,0.02532875,0.0014146,0.9657038,0.006171197,0.00001555043],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3134354,0.007674088,0.4344103,0.001910056,0.0005080429,0.000139603,0.0009782638,0.0004795973,0.2404647],"genre_scores_gemma":[0.9164643,0.003345052,0.05324775,0.0003194854,0.0006550949,0.0002817062,0.0006315418,0.0001998528,0.02485516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004299739,"threshold_uncertainty_score":0.01438403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339593411955644,"score_gpt":0.2128651534107955,"score_spread":0.189469219291239,"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."}}