{"id":"W2163387422","doi":"","title":"Analysing cycles in biology and medicine","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Mathematics education; Biology; Computational biology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003590609,0.0004859707,0.0006752551,0.003810832,0.0009499119,0.003767736,0.0008484125,0.0008267845,0.008418453],"category_scores_gemma":[0.03546631,0.0003817079,0.0007675012,0.004159267,0.002339937,0.003694225,0.002603097,0.001212774,0.0006097654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002563535,"about_ca_system_score_gemma":0.003244908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02430283,"about_ca_topic_score_gemma":0.01421878,"domain_scores_codex":[0.9971916,0.001838734,0.0001069504,0.0004036927,0.0002955767,0.0001634261],"domain_scores_gemma":[0.9713801,0.02336673,0.001504165,0.001678881,0.001269885,0.0008002933],"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":[0.0003672715,0.0001115329,0.08874394,0.0004022433,0.0002228144,0.0003581471,0.005384571,0.04230197,0.0009457484,0.6033489,0.00713197,0.250681],"study_design_scores_gemma":[0.00003822884,0.00005970893,0.01839331,0.0001500214,0.0000850342,0.0001388236,0.002815739,0.1158787,0.0006847481,0.8240557,0.03765416,0.00004579305],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5018023,0.01030767,0.4202203,0.007837887,0.0004387673,0.0004300099,0.003525126,0.001360707,0.05407722],"genre_scores_gemma":[0.9424993,0.0008490011,0.0511057,0.0002070154,0.00007859165,0.0001454763,0.0009411756,0.0001546576,0.004019206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02430283,"threshold_uncertainty_score":0.04832274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05045344263083577,"score_gpt":0.3241022748399228,"score_spread":0.273648832209087,"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."}}