{"id":"W2139979205","doi":"10.4161/cib.17318","title":"Comparing geometric models for orientation: Medial vs. principal axes","year":2011,"lang":"en","type":"article","venue":"Communicative & Integrative Biology","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Orientation (vector space); Principal axis theorem; Geometry; Encoding (memory); Salient; Representation (politics); Principal (computer security); Proposition; Medial axis; Geometric shape; Geometric modeling; Computer science; Mathematics; Artificial intelligence; Computer vision","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":[0.003397855,0.0007023732,0.0005272424,0.001708016,0.0005400899,0.004629536,0.0009918923,0.001197774,0.01301008],"category_scores_gemma":[0.02398743,0.0003817653,0.0009449545,0.001143231,0.002341819,0.006116555,0.002273987,0.0008502671,0.002009446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084852,"about_ca_system_score_gemma":0.0006079537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00314172,"about_ca_topic_score_gemma":0.002083067,"domain_scores_codex":[0.9987318,0.0006371478,0.00007126159,0.0002102431,0.0002579451,0.0000915147],"domain_scores_gemma":[0.9920107,0.004357854,0.001245198,0.001211194,0.0007815785,0.0003934422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004826881,0.0001623079,0.07317381,0.0009201947,0.0004944699,0.000372694,0.005320813,0.04232498,0.03190524,0.6300961,0.006217315,0.2041852],"study_design_scores_gemma":[0.000250903,0.0008824886,0.07338964,0.0004152634,0.0002340517,0.0007819884,0.003526459,0.208628,0.005107996,0.6926275,0.01390439,0.0002514704],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6623658,0.003614306,0.2579534,0.002653544,0.0004020795,0.0001337347,0.001593097,0.0007413703,0.07054267],"genre_scores_gemma":[0.9780539,0.0008677501,0.01854695,0.0001448003,0.00008715041,0.00005373335,0.0009282127,0.0002781254,0.001039403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01301008,"threshold_uncertainty_score":0.04352307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1452709203689989,"score_gpt":0.308745283746995,"score_spread":0.1634743633779961,"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."}}