{"id":"W6923553150","doi":"10.14288/1.0438473","title":"Roping and throwing cattle, Stampede, Calgary","year":2023,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Throwing; Horseback riding; Ridiculous","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001314158,0.0005002851,0.0001867788,0.0006896339,0.005086848,0.001964288,0.0004623801,0.0008657174,0.5386463],"category_scores_gemma":[0.0003024897,0.0002609588,0.0001159111,0.0008501289,0.0005953645,0.0006651874,0.00130955,0.001373021,0.1281198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002712074,"about_ca_system_score_gemma":0.002151391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.325799,"about_ca_topic_score_gemma":0.7655031,"domain_scores_codex":[0.9998989,0.000006027055,0.000001678575,0.00001658774,0.00002863338,0.00004822512],"domain_scores_gemma":[0.9997334,0.00001231382,0.000006545768,0.000006786467,0.0000779837,0.0001630331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002384195,0.0000238707,0.001057185,0.00004260537,8.278935e-7,0.0001992946,0.0003520518,0.00002898869,0.0001665653,0.0005210662,0.9610268,0.03655691],"study_design_scores_gemma":[0.000006115067,0.00001614366,0.0128841,0.0001083709,0.000001833764,0.0001366379,0.002765253,0.00002863933,0.00007373987,0.0001231416,0.9838509,0.00000504486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005825631,0.002641428,0.00005236784,0.004793042,0.001271129,0.00003252459,0.001720007,0.0001949619,0.9834689],"genre_scores_gemma":[0.004641649,0.0008933751,0.00004687121,0.000294354,0.00007147743,0.000004910517,0.0002672174,0.00005430487,0.993726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.674201,"threshold_uncertainty_score":0.658065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104301991335782,"score_gpt":0.18605135119694,"score_spread":0.1750083312835822,"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."}}