{"id":"W4389037283","doi":"10.18435/vamp29394","title":"The biomechanical significance of bifurcated cervical ribs in apatosaurine sauropods","year":2023,"lang":"en","type":"article","venue":"Vertebrate Anatomy Morphology Palaeontology","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rib cage; Cervical rib; Anatomy; Dorsum; Trunk; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001691778,0.0001726379,0.0001367901,0.000871685,0.0006070056,0.0005133665,0.0003571791,0.0006084432,0.003121538],"category_scores_gemma":[0.00104291,0.0002107653,0.000258527,0.0003267372,0.001398328,0.000295606,0.0008290025,0.0003606375,0.0006021283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002919612,"about_ca_system_score_gemma":0.0002372025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003280699,"about_ca_topic_score_gemma":0.008908596,"domain_scores_codex":[0.9998996,0.00001001393,0.00001153472,0.00003687458,0.00002616301,0.00001576323],"domain_scores_gemma":[0.9995939,0.00007340525,0.0001127216,0.00006508973,0.00008818304,0.00006665585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002943786,0.00002382426,0.5147033,0.0002781417,0.000132692,0.001452049,0.00185429,0.002920358,0.4438442,0.00175617,0.0001802051,0.03256035],"study_design_scores_gemma":[0.000004251005,0.00006431661,0.9922131,0.00002248529,0.00002318987,0.0008785092,0.0004357042,0.0009306872,0.004436473,0.0003387675,0.0006384023,0.00001414871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958884,0.0001640114,0.0007271098,0.00001814708,0.000004344583,0.000003521422,0.00009910883,0.00002159662,0.00307371],"genre_scores_gemma":[0.9990233,0.00003587737,0.0004919948,0.000008955266,0.000001355772,0.00000197392,0.00008290364,0.000004720295,0.0003489581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003280699,"threshold_uncertainty_score":0.01044255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500540401742025,"score_gpt":0.2464392001243238,"score_spread":0.2314337961069035,"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."}}