{"id":"W2166071648","doi":"10.1139/x03-107","title":"Fungi associated with the North American spruce beetle, <i>Dendroctonus rufipennis</i>","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Ophiostoma; Population; Botany; Ceratocystis; Fungus; Host (biology); Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001796112,0.0001216629,0.0001748217,0.0001880442,0.0006677175,0.00008351423,0.0006767609,0.00003957102,0.001099003],"category_scores_gemma":[0.0003833103,0.00007903946,0.00006264331,0.001334369,0.001448644,0.0001598389,0.00004145781,0.0007137569,0.0002179047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006089443,"about_ca_system_score_gemma":0.0005068698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01412782,"about_ca_topic_score_gemma":0.9070417,"domain_scores_codex":[0.9978077,0.0003764408,0.0002120097,0.0001722998,0.0006032728,0.0008282566],"domain_scores_gemma":[0.9985966,0.0002460362,0.000159578,0.0002670654,0.00009329117,0.0006374004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002530316,0.00003778335,0.9319323,0.000002238172,0.00006908679,0.0007923215,0.00031149,0.002094242,0.00002529959,0.001259688,0.0625268,0.0009234635],"study_design_scores_gemma":[0.0002481515,0.0005299026,0.9075338,0.000009332761,0.0000148276,0.0001182639,0.0002516092,0.000009965266,0.00002217501,0.0002564102,0.09090975,0.00009584946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739963,0.00009985424,0.00003076629,0.0006622201,0.00009762523,0.0002125517,0.000005871364,0.000003896404,0.02489091],"genre_scores_gemma":[0.9967374,0.00002515757,0.00005652898,0.0003545431,0.00003207592,0.000009857286,0.00000220747,0.00001699842,0.002765204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8929139,"threshold_uncertainty_score":0.9998142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806410721790344,"score_gpt":0.2494390863604169,"score_spread":0.2313749791425134,"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."}}