{"id":"W6904705138","doi":"10.14288/1.0428298","title":"Horseshoe Bay, B.C.","year":2023,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Horseshoe (symbol); Horseshoe crab; Point (geometry); Selection (genetic algorithm)","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":["insufficient_payload"],"category_scores_codex":[0.0001356466,0.000810487,0.0003829685,0.0008422944,0.004039541,0.002609693,0.0006676348,0.0008435867,0.668927],"category_scores_gemma":[0.0004492688,0.0004840054,0.0002296818,0.001301723,0.0004643133,0.0007176467,0.001039683,0.001537743,0.3684781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002032894,"about_ca_system_score_gemma":0.002953938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4830004,"about_ca_topic_score_gemma":0.8822702,"domain_scores_codex":[0.9998591,0.000006408156,0.000003241338,0.00003417046,0.00006112563,0.00003599217],"domain_scores_gemma":[0.9995899,0.00001762124,0.000008326827,0.00001698417,0.0002235406,0.000143611],"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":[0.00006028638,0.00002651927,0.0007977833,0.0001096662,0.000003839756,0.0001177904,0.0001514927,0.0000904256,0.0006370289,0.0007249359,0.939799,0.05748135],"study_design_scores_gemma":[0.00000882257,0.00001286917,0.004838971,0.0001052621,0.000003891652,0.00004758887,0.0004380412,0.00006739718,0.0002078933,0.0001070429,0.9941537,0.000008569007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002458044,0.001051598,0.0002968814,0.0004688652,0.0002957691,0.00005635976,0.00684076,0.0006520384,0.9878797],"genre_scores_gemma":[0.002915863,0.0003266718,0.0001520196,0.00006554712,0.00000834111,0.000008242769,0.001015301,0.0001561455,0.9953519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5169996,"threshold_uncertainty_score":0.9603781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03395687878829064,"score_gpt":0.3087801994664726,"score_spread":0.2748233206781819,"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."}}