{"id":"W7101102850","doi":"","title":"Summary","year":2006,"lang":"en","type":"article","venue":"","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[],"category_scores_codex":[0.001197649,0.001047637,0.000950642,0.00158656,0.0006380657,0.003576876,0.001368819,0.001716123,0.5038806],"category_scores_gemma":[0.002722896,0.0005284874,0.0003923193,0.002220771,0.0006333488,0.002573301,0.001175087,0.0019349,0.4300131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009823374,"about_ca_system_score_gemma":0.001625524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003625612,"about_ca_topic_score_gemma":0.004755279,"domain_scores_codex":[0.9991508,0.00006813588,0.000124922,0.0002718357,0.0003163056,0.00006791738],"domain_scores_gemma":[0.9966587,0.0003595823,0.0001843957,0.0006091246,0.001719038,0.0004691379],"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":[0.00006089959,0.0000270677,0.0002287428,0.0005835886,0.00001250391,0.0001098958,0.00007388928,0.000124698,0.0009097837,0.006210743,0.7394054,0.2522529],"study_design_scores_gemma":[0.00000557491,0.00001297559,0.0004704033,0.0001109797,0.000003819154,0.00009268561,0.0000242448,0.00003915661,0.00009797789,0.0006290176,0.9985091,0.00000398106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002455973,0.03152275,0.006651348,0.02841642,0.03311625,0.0002630861,0.02177297,0.002698949,0.8731022],"genre_scores_gemma":[0.008450347,0.01406908,0.003811088,0.002684713,0.002639099,0.000116666,0.01144539,0.0006567637,0.9561269],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4961194,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005439797935989772,"score_gpt":0.1631623704366889,"score_spread":0.1577225725006991,"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."}}