{"meta":{"query_hash":"85f2fdbc32a6","filters":{"venue":"Forests Monitor"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/85f2fdbc32a6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Forests+Monitor"},"results":[{"id":"W4403623671","doi":"10.62320/fm.v1.i1.10","title":"Forest disturbance and damage: Perspectives for forest monitoring and reporting","year":2024,"lang":"en","type":"article","venue":"Forests Monitor","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Resources Canada; U.S. Forest Service","keywords":"Disturbance (geology); Environmental science; Environmental resource management; Forestry; Geography; Geology","score_opus":0.01890512866773672,"score_gpt":0.29124497939429106,"score_spread":0.2723398507265543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403623671","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006306112,0.14113824,0.14091074,0.63762015,0.0066953986,0.00025560317,0.00065495,0.00016065914,0.066258125],"genre_scores_gemma":[0.54092467,0.16018394,0.16941969,0.08046043,0.03678939,0.0012364984,0.0008721867,0.0002654249,0.009847784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9207758,0.06430422,0.0034243295,0.003321165,0.0062659723,0.0019085711],"domain_scores_gemma":[0.8658869,0.09408177,0.011701731,0.0076085813,0.017671967,0.003048929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10187264,0.0021861151,0.0023434635,0.009119655,0.0065670637,0.028010229,0.005724354,0.012966668,0.005142933],"category_scores_gemma":[0.094813034,0.0009384258,0.002328942,0.009756515,0.026524708,0.03519117,0.008901017,0.013981272,0.00083874917],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057860092,0.00006449284,0.002822814,0.0006375183,0.000046847686,0.0002470276,0.004392176,0.0026786928,0.00015888999,0.92959195,0.013722003,0.04557977],"study_design_scores_gemma":[0.0000179525,0.00014821523,0.0047678687,0.0037585816,0.00007947755,0.00059266476,0.017338833,0.005454856,0.00047779668,0.72469985,0.24246621,0.0001977514],"about_ca_topic_score_codex":0.021255253,"about_ca_topic_score_gemma":0.01452447,"teacher_disagreement_score":0.10187264,"about_ca_system_score_codex":0.013501922,"about_ca_system_score_gemma":0.011289208,"threshold_uncertainty_score":0.5387604},"labels":[],"label_agreement":null},{"id":"W4405152114","doi":"10.62320/fm.v1.i1.14","title":"Cost-effectiveness of remote sensing technology for spruce budworm monitoring in Maine, USA","year":2024,"lang":"en","type":"article","venue":"Forests Monitor","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Department of Agriculture; U.S. Forest Service; National Institute of Food and Agriculture; National Science Foundation","keywords":"Spruce budworm; Environmental science; Remote sensing; Geography; Forestry; Ecology; Biology; Lepidoptera genitalia; Tortricidae","score_opus":0.017952939653158032,"score_gpt":0.2878183592489357,"score_spread":0.26986541959577764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405152114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895325,0.001087836,0.0026083523,0.0003213716,0.000016149881,0.00026018044,0.0009102121,0.00015073507,0.0051127346],"genre_scores_gemma":[0.99397177,0.00040109138,0.00437015,0.000051201783,0.00000932589,0.000054396416,0.0005146249,0.000006354981,0.0006209607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988638,0.00045840186,0.00004868964,0.00015259143,0.00040748736,0.00006905597],"domain_scores_gemma":[0.9972796,0.0012778495,0.0004821537,0.00011606946,0.0006866949,0.0001576524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019339463,0.0005853566,0.00022690595,0.0013509279,0.00019801986,0.0006977943,0.000492036,0.00037593176,0.0013933729],"category_scores_gemma":[0.0033445978,0.00016656,0.00049440924,0.00074480503,0.00019247031,0.0009215259,0.0004791933,0.00017790808,0.00017024194],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034445869,0.0014481612,0.5202576,0.0004483664,0.00040016617,0.00046357798,0.00020636698,0.04898702,0.020357545,0.0005738329,0.0032098694,0.40020287],"study_design_scores_gemma":[0.00021130896,0.004931296,0.7900402,0.00016820066,0.0005477262,0.0004531964,0.0006247133,0.19170065,0.0077537396,0.00024740808,0.0032641613,0.000057395508],"about_ca_topic_score_codex":0.023121096,"about_ca_topic_score_gemma":0.0463395,"teacher_disagreement_score":0.023121096,"about_ca_system_score_codex":0.0017549887,"about_ca_system_score_gemma":0.00055045134,"threshold_uncertainty_score":0.045973003},"labels":[],"label_agreement":null}]}