{"id":"W4239715509","doi":"10.5840/raven20111882","title":"Sarnia, Ontario","year":2011,"lang":"en","type":"article","venue":"Raven A Journal of Vexillology","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008561629,0.00005354855,0.0001759564,0.00004406524,0.0001857215,0.00001390268,0.0003795477,0.00008819807,0.002477321],"category_scores_gemma":[0.0001890935,0.00004473927,0.0001056552,0.0001479765,0.0003409276,0.0001668656,0.00002124823,0.0001835504,0.00004492854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000176352,"about_ca_system_score_gemma":0.0007992859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1718207,"about_ca_topic_score_gemma":0.3576686,"domain_scores_codex":[0.9990281,0.0001226939,0.0002346532,0.00007591172,0.0002845597,0.0002540722],"domain_scores_gemma":[0.9992654,0.00004792369,0.0003565424,0.0000620168,0.0001329067,0.0001352296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001444731,0.0002049639,0.4538673,0.000002684091,0.00007630242,0.000271532,0.3723421,0.000004021634,0.0001159394,0.1340353,0.01558512,0.02335029],"study_design_scores_gemma":[0.0003294391,0.0003266708,0.3408358,0.00001199574,0.00002143009,0.00004630409,0.00608616,6.355477e-7,0.0000462863,0.0243932,0.6277913,0.0001107307],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7878888,0.0003821952,0.0003396821,0.001737643,0.001636879,0.00005313422,6.692873e-7,0.000008337946,0.2079526],"genre_scores_gemma":[0.9918309,0.00009401506,0.001322649,0.0002929422,0.0003249586,4.984223e-7,5.099373e-8,0.000003382991,0.006130618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6122062,"threshold_uncertainty_score":0.9984345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08865492143553017,"score_gpt":0.3151820775616508,"score_spread":0.2265271561261206,"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."}}