{"id":"W4407191164","doi":"10.1079/planthealthcases.2025.0005","title":"Threat of Red Pine Scale, <i>Matsucoccus matsumurae</i> (Kuwana) to the Midwestern United States and Canada","year":2025,"lang":"en","type":"article","venue":"Plant Health Cases","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service","funders":"","keywords":"Scale (ratio); Geography; Forestry; Archaeology; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002244517,0.000224988,0.0001063904,0.0006344987,0.001705829,0.001047084,0.0003243524,0.0004536218,0.004806323],"category_scores_gemma":[0.0004530289,0.00007644229,0.000167116,0.0007159379,0.000397465,0.0003634679,0.0005619555,0.0005947318,0.0002663123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008564556,"about_ca_system_score_gemma":0.01768059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9772019,"about_ca_topic_score_gemma":0.9916852,"domain_scores_codex":[0.9997875,0.0000115508,0.000006905917,0.00001914138,0.00008779102,0.00008701235],"domain_scores_gemma":[0.9992959,0.00003973597,0.00007985588,0.000008380336,0.0003634867,0.0002126418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0003449796,0.00009108947,0.3910129,0.001934869,0.000145195,0.003492448,0.003899506,0.001170846,0.005416099,0.004792672,0.2044155,0.3832839],"study_design_scores_gemma":[0.00001903759,0.00009906918,0.5829468,0.001314988,0.0000760047,0.0007926733,0.01017007,0.0004818703,0.0006892515,0.0006876803,0.4026593,0.00006335483],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4978846,0.1778742,0.0005316192,0.04535313,0.001202995,0.0001927754,0.01213376,0.0001741186,0.2646528],"genre_scores_gemma":[0.8374126,0.09830209,0.0009158582,0.007162276,0.0001663144,0.00003516885,0.00317437,0.00001946891,0.05281184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02279812,"threshold_uncertainty_score":0.06214052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008261682856920064,"score_gpt":0.2298541792432896,"score_spread":0.2215924963863695,"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."}}